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div.WordSection1
{page:WordSection1;} </style><span
style="font-size:12.0pt;mso-no-proof:yes">The website</span><b
style="mso-bidi-font-weight:normal"><span style="font-size:
12.0pt"> </span></b><span
style="font-size:12.0pt;color:#0070C0">aipano</span><span
style="font-size:12.0pt">.cse.ust.hk<span
style="mso-no-proof:yes"> provides a topic-based index to
research papers published since 2000 at major AI and Machine
Learning venues. It lets you keep track of the latest
developments in AI and offers a fast way to find recent
highly cited papers on various topics. Here are few
screenshots of a session with the system to illustrate its
functionalities.</span></span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt; mso-no-proof:yes"> </span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><b style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes">Knowing the
General Trends</span></b><span
style="font-size:12.0pt;mso-no-proof:yes">: At the front page,
you can perform sort by “popularity: past year” to find the
topics with the largest numbers of papers in the past year
(2018):</span></p>
<p class="MsoListParagraph" style="text-align:center;text-indent:
0in;mso-char-indent-count:0" align="center"><span
style="font-size:12.0pt;mso-no-proof:yes"><img
src="cid:part1.928505ED.12E75A25@cse.ust.hk" class=""
width="479" height="158"></span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt;mso-no-proof:yes">If
you sort the topics by “trend: 3 years”, you will find the
topics with the fastest increase in popularity the past three
years:</span></p>
<p class="MsoListParagraph" style="text-align:center;text-indent:
0in;mso-char-indent-count:0" align="center"><span
style="font-size:12.0pt;mso-no-proof:yes"><img
src="cid:part2.EAEACE5A.02F35999@cse.ust.hk" class=""
width="481" height="151"></span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt;mso-no-proof:yes">It
is interesting to find the topic </span><span
style="font-size:11.0pt;mso-bidi-font-size:12.0pt;
color:#00B050;mso-no-proof:yes">“causal, causality,
causal-model, causal-inference, …” </span><span
style="font-size:12.0pt;mso-no-proof:yes">at the 6<sup>th</sup>
position although the total number of papers on the topic is
relatively small. </span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><b style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes"> </span></b></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><b style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes">Keeping Track of
the Latest Developments on a Topic</span></b><span
style="font-size:12.0pt;mso-no-proof: yes">: By cicking on a
topic, you will see its trend curve and, more importantly,
papers on the topic that you might want to add to your reading
list. Here is the trend curve of the topic </span><span
style="font-size:11.0pt;
mso-bidi-font-size:12.0pt;color:#00B050;mso-no-proof:yes">“layer,
convolutional, convolutional-neural, cnn, pretrained, …”</span><span
style="font-size:11.0pt;mso-bidi-font-size:12.0pt;mso-no-proof:yes">:</span><span
style="font-size:12.0pt;mso-no-proof:yes"></span></p>
<p class="MsoListParagraph" style="margin-left:21.0pt;text-align:
center;text-indent:0in;mso-char-indent-count:0" align="center"><span
style="font-size:12.0pt; mso-no-proof:yes"><img
src="cid:part3.8E3783F8.26100848@cse.ust.hk" class=""
width="538" height="146"></span><span
style="font-size:12.0pt"></span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt">Nearly 3,000 papers
were published on the topic in 2018! Here are the most cited
ones, which are good candidates for a reading list:</span></p>
<div align="center">
<table class="MsoTableGridLight"
style="width:376.15pt;border-collapse:collapse;border:none;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;mso-yfti-tbllook:1184;mso-padding-alt:0in 5.4pt 0in 5.4pt"
width="0" cellspacing="0" cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;padding:0in 5.4pt 0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">CVPR</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Hu_Squeeze-and-Excitation_Networks_CVPR_2018_paper.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Squeeze-and-Excitation Networks</span></a></span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">425</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Zhang_Interpretable_Convolutional_Neural_CVPR_2018_paper.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Interpretable Convolutional Neural
Networks</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">303</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">JMLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://www.jmlr.org/papers/volume18/16-456/16-456.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Quantized Neural Networks: Training Neural
Networks with Low Precision Weights and
Activations</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
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1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">266</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Zoph_Learning_Transferable_Architectures_CVPR_2018_paper.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Learning Transferable Architectures for
Scalable Image Recognition</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">252</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">ICML</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://proceedings.mlr.press/v80/athalye18a/athalye18a.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Obfuscated Gradients Give a False Sense of
Security: Circumventing Defenses to Adversarial
Examples</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">176</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoNormal"><span style="font-size:12.0pt">It is possible
to narrow down the candidates by requiring key words. Here are
the most cited papers in 2018 that contain the key word
“adversarial” in title.</span></p>
<div align="center">
<table class="MsoTableGridLight"
style="width:376.15pt;border-collapse:collapse;border:none;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;mso-yfti-tbllook:1184;mso-padding-alt:0in 5.4pt 0in 5.4pt"
width="0" cellspacing="0" cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
color:black;mso-themecolor:text1">ICML</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">2018</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:black;
mso-themecolor:text1;text-decoration:none;text-underline:none"><a
href="http://proceedings.mlr.press/v80/athalye18a/athalye18a.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Obfuscated Gradients Give a False Sense
of Security: Circumventing Defenses to
Adversarial Examples</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
color:black;mso-themecolor:text1"></span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">176</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">ICML</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:black;
mso-themecolor:text1;text-decoration:none;text-underline:none"><a
href="http://proceedings.mlr.press/v80/hoffman18a/hoffman18a.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">CyCADA: Cycle-Consistent Adversarial
Domain Adaptation</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
color:black;mso-themecolor:text1"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">111</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">ICLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:black;
mso-themecolor:text1;text-decoration:none;text-underline:none"><a
href="https://openreview.net/pdf?id=rJzIBfZAb"
moz-do-not-send="true"><span style="color:black;
mso-themecolor:text1;text-decoration:none;text-underline:none">Towards
Deep Learning Models Resistant to Adversarial
Attacks</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
color:black;mso-themecolor:text1"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">77</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">ICML</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:black;
mso-themecolor:text1;text-decoration:none;text-underline:none"><a
href="http://proceedings.mlr.press/v80/wong18a/wong18a.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Provable Defenses against Adversarial
Examples via the Convex Outer Adversarial
Polytope</span></a></span></span><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:black;
mso-themecolor:text1"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">68</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:black;
mso-themecolor:text1;text-decoration:none;text-underline:none"><a
href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Xu_AttnGAN_Fine-Grained_Text_CVPR_2018_paper.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">AttnGAN: Fine-Grained Text to Image
Generation With Attentional Generative
Adversarial Networks</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
color:black;mso-themecolor:text1"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif;color:black;mso-themecolor:text1">45</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoNormal"><span style="font-size:12.0pt"> </span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt;mso-no-proof:yes">If
you are interested in reinforcement learning, you might want
to take a look at the topic</span><span
style="font-size:11.0pt;mso-bidi-font-size:12.0pt;mso-no-proof:
yes"> <span style="color:#00B050">“agent, mdp, reward,
action, reinforcement-learning, …”:</span></span><span
style="font-size:12.0pt; color:#00B050"></span></p>
<p class="MsoListParagraph" style="margin-left:21.0pt;text-align:
center;text-indent:0in;mso-char-indent-count:0" align="center"><span
style="font-size:12.0pt; mso-no-proof:yes"><img
src="cid:part14.27A948C9.9CD0F1CF@cse.ust.hk" class=""
width="512" height="131" border="0"></span><span
style="font-size:12.0pt"></span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt">Here are the most
cited papers on the topic published in 2018:</span></p>
<div align="center">
<table class="MsoTableGridLight"
style="border-collapse:collapse;border:none;mso-border-alt:solid
#BFBFBF .5pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-yfti-tbllook:
1184;mso-padding-alt:0in 5.4pt 0in 5.4pt" cellspacing="0"
cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">ACL</span></u></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></u></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://aclweb.org/anthology/P18-5007"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1">Deep
Reinforcement Learning for NLP</span></a></span></u></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">295</span></u></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">AAAI</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16669/16677"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1">Deep
Reinforcement Learning That Matters</span></a></span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">133</span></u></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">AAAI</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17204/16680"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1">Rainbow:
Combining Improvements in Deep Reinforcement
Learning</span></a></span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">104</span></u></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">AAAI</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17193/16614"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1">Counterfactual
Multi-Agent Policy Gradients</span></a></span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">79</span></u></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">AAAI</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2018</span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17007/15846"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1">Emergence
of Grounded Compositional Language in
Multi-Agent Populations</span></a></span></u></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><u><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">76</span></u></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><b
style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes"> </span></b></p>
<p class="MsoListParagraph"
style="margin-left:-4.5pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><b
style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes">An Investigation
into Work on Causality</span></b><span
style="font-size:12.0pt;mso-no-proof:yes">: Here is the trend
curve of the topic <span style="color:#00B050">“causal,
causality, causal-model, causal-inference, …”:</span> </span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt; mso-no-proof:yes"><img
src="cid:part20.3FEAE1D4.D334D4CA@cse.ust.hk" class=""
width="530" height="143" border="0"></span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt;mso-no-proof:yes">Here
are the most cited papers on the topic in 2018, 2017 and since
2000:</span></p>
<div align="center">
<table class="MsoTableGridLight"
style="width:417.65pt;border-collapse:collapse;border:none;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;mso-yfti-tbllook:1184;mso-padding-alt:0in 5.4pt 0in 5.4pt"
width="0" cellspacing="0" cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="width:34.3pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;padding:0in 5.4pt 0in 5.4pt" width="51" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><b><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">Series</span></b></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><b><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">Year</span></b></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><b><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">Title</span></b></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><b><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">Cited</span></b></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="width:34.3pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="51" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">AAAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16798/15910"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Measuring
Conditional Independence by Independent
Residuals: Theoretical Results and Application
in Causal Discovery</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">201</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="width:34.3pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="51" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">AAAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16683/15898"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Fair
Inference on Outcomes</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">31</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="width:34.3pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="51" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">JMLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://www.jmlr.org/papers/volume18/17-716/17-716.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Learning
Certifiably Optimal Rule Lists for Categorical
Data</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">29</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4">
<td style="width:34.3pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="51" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">ICML</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://proceedings.mlr.press/v80/kipf18a/kipf18a.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Neural
Relational Inference for Interacting Systems</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">20</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:5;mso-yfti-lastrow:yes">
<td style="width:34.3pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="51" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">JMLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://www.jmlr.org/papers/volume18/17-284/17-284.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Uncovering
Causality from Multivariate Hawkes Integrated
Cumulants</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">15</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoNormal" style="text-align:left" align="left"><span
style="font-size: 12.0pt;mso-no-proof:yes"> </span></p>
<div align="center">
<table class="MsoTableGridLight"
style="border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;mso-yfti-tbllook:1184;mso-padding-alt:0in
5.4pt 0in 5.4pt" cellspacing="0" cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="width:44.75pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;padding:0in 5.4pt 0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">ICLR</span></p>
</td>
<td style="width:31.5pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-left:none;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2017</span></p>
</td>
<td style="width:319.5pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-left:none;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="https://openreview.net/pdf?id=Bkab5dqxe"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">A Compositional Object-Based Approach to
Learning Physical Dynamics</span></a></span></p>
</td>
<td style="width:27.0pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-left:none;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="32" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">40</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="width:44.75pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">EMNLP</span></p>
</td>
<td style="width:31.5pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2017</span></p>
</td>
<td style="width:319.5pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://aclweb.org/anthology/D17-1042"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">A causal framework for explaining the
predictions of black-box sequence-to-sequence
models</span></a></span></p>
</td>
<td style="width:27.0pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="32" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">29</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="width:44.75pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">ICLR</span></p>
</td>
<td style="width:31.5pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2017</span></p>
</td>
<td style="width:319.5pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="https://openreview.net/pdf?id=SJkXfE5xx"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Revisiting Classifier Two-Sample Tests</span></a></span></p>
</td>
<td style="width:27.0pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="32" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">25</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="width:44.75pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">NIPS</span></p>
</td>
<td style="width:31.5pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2017</span></p>
</td>
<td style="width:319.5pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://papers.nips.cc/paper/6668-avoiding-discrimination-through-causal-reasoning.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Avoiding Discrimination through Causal
Reasoning</span></a></span></p>
</td>
<td style="width:27.0pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="32" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">24</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="width:44.75pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">NIPS</span></p>
</td>
<td style="width:31.5pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">2017</span></p>
</td>
<td style="width:319.5pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt"><a
href="http://papers.nips.cc/paper/6995-counterfactual-fairness.pdf"
moz-do-not-send="true"><span
style="color:black;mso-themecolor:text1;text-decoration:none;text-underline:
none">Counterfactual Fairness</span></a></span></p>
</td>
<td style="width:27.0pt;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="32" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";color:black;mso-themecolor:text1;
mso-font-kerning:0pt">22</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoNormal" style="text-align:left" align="left"><span
style="font-size: 12.0pt;mso-no-proof:yes"> </span></p>
<div align="center">
<table class="MsoTableGridLight"
style="border-collapse:collapse;border:none;mso-border-alt:solid
#BFBFBF .5pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-yfti-tbllook:
1184;mso-padding-alt:0in 5.4pt 0in 5.4pt" cellspacing="0"
cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="width:43.55pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;padding:0in 5.4pt 0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">UAI</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">2001</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt"><a
href="https://dslpitt.org/papers/01/p411-pearl.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Direct
and Indirect Effects</span></a></span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">889</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="width:43.55pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">UAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">2001</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt"><a
href="https://dslpitt.org/papers/01/p194-halpern.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Causes
and Explanations: A Structural-Model Approach
--- Part 1: Causes</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">648</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="width:43.55pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">JMLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">2006</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt"><a
href="http://www.jmlr.org/papers/volume7/shimizu06a/shimizu06a.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">A
Linear Non-Gaussian Acyclic Model for Causal
Discovery</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">585</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="width:43.55pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">UAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">2007</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt"><a
href="https://dslpitt.org/papers/07/p310-ramsahai.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Causal
Bounds and Instruments</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">567</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="width:43.55pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="58" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">JMLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">2007</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt"><a
href="http://www.jmlr.org/papers/volume8/kalisch07a/kalisch07a.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Estimating
High-Dimensional Directed Acyclic Graphs with
the PC-Algorithm</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-bidi-font-family:"Times New
Roman"; mso-font-kerning:0pt">500</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoNormal" style="text-align:left" align="left"><span
style="font-size: 12.0pt"> </span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><b style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes">Appearng Smart in
Front of Students</span></b><span
style="font-size:12.0pt;mso-no-proof:yes">: A student is
interested in zero-shot learning. I searched for “zero-shot”
within several relevant topics and found the following papers:</span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><u><span
style="font-size:11.0pt;
mso-bidi-font-size:12.0pt;mso-no-proof:yes">From topic “<span
style="color: #00B050">transfer-learning,
multitask-learning, multitask, …”:</span></span></u></p>
<div align="center">
<table class="MsoTableGridLight"
style="border-collapse:collapse;border:none;mso-border-alt:solid
#BFBFBF .5pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-yfti-tbllook:
1184;mso-padding-alt:0in 5.4pt 0in 5.4pt" cellspacing="0"
cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif">ICML</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2015</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://jmlr.org/proceedings/papers/v37/romera-paredes15.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">An
embarrassingly simple approach to zero-shot
learning</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">287</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2016</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://ieeexplore.ieee.org/stampPDF/getPDF.jsp?arnumber=7780944"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Synthesized
Classifiers for Zero-Shot Learning</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">90</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">AAAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2016</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/11975/12120"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Transductive
Zero-Shot Recognition via Shared Model Space
Learning</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">42</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">IJCAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2016</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://ijcai.org/Proceedings/16/Papers/232.pdf"
moz-do-not-send="true"><span style="color:
windowtext;text-decoration:none;text-underline:none">Using
Task Features for Zero-Shot Knowledge Transfer
in Lifelong Learning</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">32</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2017</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://openaccess.thecvf.com/content_cvpr_2017/papers/Zhang_Learning_a_Deep_CVPR_2017_paper.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Learning
a Deep Embedding Model for Zero-Shot Learning</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">28</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt"> </span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><u><span
style="font-size:11.0pt;
mso-bidi-font-size:12.0pt;mso-no-proof:yes">From topic <span
style="color:#00B050">“lstm, recurrent-neural, rnn,
recurrent, …”:</span></span></u></p>
<div align="center">
<table class="MsoTableGridLight"
style="border-collapse:collapse;border:none;mso-border-alt:solid
#BFBFBF .5pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-yfti-tbllook:
1184;mso-padding-alt:0in 5.4pt 0in 5.4pt" cellspacing="0"
cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">CVPR</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2016</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://ieeexplore.ieee.org/stampPDF/getPDF.jsp?arnumber=7780383"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Multi-cue
Zero-Shot Learning with Strong Supervision</span></a></span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">39</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2017</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://openaccess.thecvf.com/content_cvpr_2017/papers/Zhang_Learning_a_Deep_CVPR_2017_paper.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Learning
a Deep Embedding Model for Zero-Shot Learning</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">28</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">ICML</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2017</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://proceedings.mlr.press/v70/oh17a/oh17a.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Zero-Shot
Task Generalization with Multi-Task Deep
Reinforcement Learning</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">16</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">EMNLP</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2017</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://aclweb.org/anthology/D17-1099"
moz-do-not-send="true"><span
style="color:windowtext;
text-decoration:none;text-underline:none">Zero-Shot
Activity Recognition with Verb Attribute
Induction</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">10</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-top:none;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">2018</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt"><a
href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Lee_Multi-Label_Zero-Shot_Learning_CVPR_2018_paper.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Multi-Label
Zero-Shot Learning With Structured Knowledge
Graphs</span></a></span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;
mso-fareast-font-family:"Times New
Roman";mso-font-kerning:0pt">6</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt"> </span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><u><span
style="font-size:11.0pt;
mso-bidi-font-size:12.0pt;mso-no-proof:yes">From topic <span
style="color:#00B050">“layer, convolutional,
convolutional-neural, cnn, …”:</span></span></u></p>
<div align="center">
<table class="MsoTableGridLight"
style="border-collapse:collapse;border:none;mso-border-alt:solid
#BFBFBF .5pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-yfti-tbllook:
1184;mso-padding-alt:0in 5.4pt 0in 5.4pt" cellspacing="0"
cellpadding="0" border="1">
<tbody>
<tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;mso-border-alt:
solid #BFBFBF
.5pt;mso-border-themecolor:background1;mso-border-themeshade:
191;padding:0in 5.4pt 0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"
style="text-align:left;mso-pagination:widow-orphan"
align="left"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif">NIPS</span></p>
</td>
<td style="border:solid #BFBFBF
1.0pt;mso-border-themecolor:background1;
mso-border-themeshade:191;border-left:none;mso-border-left-alt:solid
#BFBFBF .5pt;
mso-border-left-themecolor:background1;mso-border-left-themeshade:191;
mso-border-alt:solid #BFBFBF
.5pt;mso-border-themecolor:background1;
mso-border-themeshade:191;padding:0in 5.4pt 0in 5.4pt"
valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2013</span></p>
</td>
<td style="width:311.05pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-left:none;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://papers.nips.cc/paper/5027-zero-shot-learning-through-cross-modal-transfer.pdf"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Zero-Shot
Learning Through Cross-Modal Transfer</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td style="width:.5in;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-left:none;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">532</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:1">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">ICLR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2014</span></p>
</td>
<td style="width:311.05pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://arxiv.org/abs/1312.5650"
moz-do-not-send="true"><span
style="color:windowtext;
text-decoration:none;text-underline:none">Zero-Shot
Learning by Convex Combination of Semantic
Embeddings</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td style="width:.5in;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">222</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:2">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">ACL</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2015</span></p>
</td>
<td style="width:311.05pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://aclweb.org/anthology/P15-1027"
moz-do-not-send="true"><span
style="color:windowtext;
text-decoration:none;text-underline:none">Hubness
and Pollution: Delving into Cross-Space
Mapping for Zero-Shot Learning</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td style="width:.5in;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">67</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:3">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">IJCAI</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2015</span></p>
</td>
<td style="width:311.05pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://ijcai.org/Proceedings/15/Papers/316.pdf"
moz-do-not-send="true"><span style="color:
windowtext;text-decoration:none;text-underline:none">Semantic
Concept Discovery for Large-Scale Zero-Shot
Event Detection</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td style="width:.5in;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">56</span></p>
</td>
</tr>
<tr style="mso-yfti-irow:4;mso-yfti-lastrow:yes">
<td style="width:35.85pt;border:solid #BFBFBF 1.0pt;
mso-border-themecolor:background1;mso-border-themeshade:191;border-top:none;
mso-border-top-alt:solid #BFBFBF
.5pt;mso-border-top-themecolor:background1;
mso-border-top-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="48" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">CVPR</span></p>
</td>
<td
style="border-top:none;border-left:none;border-bottom:solid
#BFBFBF 1.0pt;
mso-border-bottom-themecolor:background1;mso-border-bottom-themeshade:191;
border-right:solid #BFBFBF
1.0pt;mso-border-right-themecolor:background1;
mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">2016</span></p>
</td>
<td style="width:311.05pt;border-top:none;border-left:
none;border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="272" valign="top">
<p class="MsoNormal"><span class="MsoHyperlink"><span
style="font-size:9.0pt;
mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif;color:windowtext;
text-decoration:none;text-underline:none"><a
href="http://ieeexplore.ieee.org/stampPDF/getPDF.jsp?arnumber=7780383"
moz-do-not-send="true"><span
style="color:windowtext;text-decoration:none;text-underline:none">Multi-cue
Zero-Shot Learning with Strong Supervision</span></a></span></span><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;font-family:"Helvetica",sans-serif"></span></p>
</td>
<td style="width:.5in;border-top:none;border-left:none;
border-bottom:solid #BFBFBF
1.0pt;mso-border-bottom-themecolor:background1;
mso-border-bottom-themeshade:191;border-right:solid
#BFBFBF 1.0pt;mso-border-right-themecolor:
background1;mso-border-right-themeshade:191;mso-border-top-alt:solid
#BFBFBF .5pt;
mso-border-top-themecolor:background1;mso-border-top-themeshade:191;
mso-border-left-alt:solid #BFBFBF
.5pt;mso-border-left-themecolor:background1;
mso-border-left-themeshade:191;mso-border-alt:solid
#BFBFBF .5pt;mso-border-themecolor:
background1;mso-border-themeshade:191;padding:0in 5.4pt
0in 5.4pt" width="42" valign="top">
<p class="MsoNormal"><span
style="font-size:9.0pt;mso-bidi-font-size:10.5pt;
font-family:"Helvetica",sans-serif">39</span></p>
</td>
</tr>
</tbody>
</table>
</div>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt"> </span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"> </span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><b style="mso-bidi-font-weight:normal"><span
style="font-size:12.0pt;mso-no-proof:yes">Other Uses</span></b><span
style="font-size:12.0pt;mso-no-proof:yes">: Do your ever
wonder how AIJ and JMLR differ in terms of topics? Here is
what I found on </span><span
style="font-size:12.0pt;color:#0070C0">aipano</span><span
style="font-size: 12.0pt;mso-no-proof:yes"> for the past 5
years.</span><span style="font-size: 12.0pt"></span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt; mso-no-proof:yes"><img
src="cid:part51.8AB48CFB.5CAF7406@cse.ust.hk" class=""
width="601" height="370" border="0"></span><span
style="font-size:12.0pt"></span></p>
<p class="MsoListParagraph"
style="margin-left:21.0pt;text-align:left;
text-indent:0in;mso-char-indent-count:0" align="left"><span
style="font-size:12.0pt"> </span></p>
<p class="MsoListParagraph"
style="text-align:left;text-indent:0in; mso-char-indent-count:0"
align="left"><span style="font-size:12.0pt;mso-no-proof:yes">In
summary, </span><span style="font-size:12.0pt;color:#0070C0">aipano</span><span
style="font-size:12.0pt"> provides a panoramic view of the AI
literature. <span style="mso-no-proof:yes">It lets you keep
track of the latest developments in AI and offers a fast way
to find recent highly cited papers on various topics.</span><b
style="mso-bidi-font-weight:normal"> </b></span></p>
</div>
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