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<body lang="ES" link="#0563C1" vlink="#954F72" style="word-wrap:break-word">
<div class="WordSection1">
<p class="MsoNormal"><span lang="EN-US">[apologies for multiple copies]<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><b><span lang="EN-US">CALL FOR PARTICIPATION<o:p></o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US">REACT 2024 Challenge: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions (REACT2024 at FG’24)<o:p></o:p></span></b></p>
<p class="MsoNormal"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">The second “Multiple Appropriate Facial Reaction Generation in Dyadic Interactions” challenge (REACT2024) to be held in conjunction with the Automatic Face and Gesture
Recognition (FG) 2024 in Istanbul, Turkey, is calling for contributions in the form of papers and competition in the challenge. The competition will be using the NoXI, and RECOLA datasets which contain audio-video clip data of participants engaged in dyadic
video-conference settings. </span><span style="font-family:"Arial",sans-serif;color:black">The challenge consists of two main tasks:</span><o:p></o:p></p>
<ul style="margin-top:0cm" type="disc">
<li style="color:black;margin-top:12.0pt;margin-bottom:0cm;text-align:justify;mso-list:l2 level1 lfo1;vertical-align:baseline">
<span lang="EN-US" style="font-family:"Arial",sans-serif">Task 1 - Offline Appropriate Facial Reaction Generation<o:p></o:p></span></li><li style="color:black;margin-top:0cm;margin-bottom:12.0pt;text-align:justify;mso-list:l2 level1 lfo1;vertical-align:baseline">
<span lang="EN-US" style="font-family:"Arial",sans-serif">Task 2 - Online Appropriate Facial Reaction Generation<o:p></o:p></span></li></ul>
<p style="mso-margin-top-alt:12.0pt;margin-right:0cm;margin-bottom:12.0pt;margin-left:0cm;text-align:justify">
<span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">Participants are invited to participate in one or both sub-challenges. For more information about the challenge, check our website
</span><span style="font-family:"Arial",sans-serif;color:black"><a href="https://sites.google.com/cam.ac.uk/react2024/home"><span lang="EN-US">https://sites.google.com/cam.ac.uk/react2024/home</span></a></span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">. </span><span lang="EN-US"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:12.0pt;margin-right:0cm;margin-bottom:12.0pt;margin-left:0cm;text-align:justify">
<span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">To register and access the challenge data, please fill the registration form you will find on the website and feel free to contact us by email:
</span><a href="mailto:reactmultimodalchallenge@gmail.com"><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#1155CC">reactmultimodalchallenge@gmail.com</span></a><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"> . </span><span lang="EN-US"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:12.0pt;margin-right:0cm;margin-bottom:12.0pt;margin-left:0cm;text-align:justify">
<span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">For each task, training and validation data will be made available to participants. At the end of the competition, participants will be required to submit their trained models (in the form
of working code) via email. All submissions will be evaluated on a held-out test dataset to ensure a fair comparison. Participants will also be encouraged to submit a conference-style paper describing their proposed approach for tackling the challenge task(s)
as well as the results obtained. </span><span lang="EN-US"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:12.0pt;margin-right:0cm;margin-bottom:12.0pt;margin-left:0cm;text-align:justify">
<u><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">Challenge timeline is as follows:</span></u><u><span lang="EN-US"><o:p></o:p></span></u></p>
<ul style="margin-top:0cm;padding-inline-start:48px" type="disc">
<li style="color:#212121;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span lang="EN-US" style="font-family:"Arial",sans-serif">Launching Challenge website and call for participation poster:
</span></b><span lang="EN-US" style="font-family:"Arial",sans-serif">November 2, 2023<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span style="font-family:"Arial",sans-serif">Registration open: </span></b><span style="font-family:"Arial",sans-serif">November 5, 2023<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span lang="EN-US" style="font-family:"Arial",sans-serif">Training and validation sets released:
</span></b><span lang="EN-US" style="font-family:"Arial",sans-serif">November 14, 2023<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span lang="EN-US" style="font-family:"Arial",sans-serif">Baseline paper and code released:
</span></b><span lang="EN-US" style="font-family:"Arial",sans-serif">December 31, 2023<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span lang="EN-US" style="font-family:"Arial",sans-serif">Final result and model submission:
</span></b><span lang="EN-US" style="font-family:"Arial",sans-serif">March 15, 2024<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span style="font-family:"Arial",sans-serif">Paper submission deadline: </span>
</b><span style="font-family:"Arial",sans-serif">March 29, 2024<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span style="font-family:"Arial",sans-serif">Paper acceptance notification: </span>
</b><span style="font-family:"Arial",sans-serif">April 5, 2024<o:p></o:p></span></li><li style="color:#212121;margin-top:0cm;margin-bottom:0cm;mso-list:l0 level1 lfo2;vertical-align:baseline">
<b><span lang="EN-US" style="font-family:"Arial",sans-serif">Camera ready paper submission deadline:
</span></b><span lang="EN-US" style="font-family:"Arial",sans-serif">April 15, 2024<o:p></o:p></span></li></ul>
<p style="mso-margin-top-alt:12.0pt;margin-right:0cm;margin-bottom:12.0pt;margin-left:0cm;text-align:justify">
<u><span style="font-family:"Arial",sans-serif;color:black">The Organisers</span><o:p></o:p></u></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo3;vertical-align:baseline">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Wingdings;color:black"><span style="mso-list:Ignore">§<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#212121">Dr Siyang Song*, University of Leicester & University of Cambridge, United Kingdom</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo4;vertical-align:baseline">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Wingdings;color:black"><span style="mso-list:Ignore">§<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#212121">Dr Micol Spitale*, University of Cambridge, Cambridge, United Kingdom</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo5;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Wingdings;color:black"><span style="mso-list:Ignore">§<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-family:"Arial",sans-serif;color:#212121">Cheng Luo, Monash University, Australia</span><span style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo6;vertical-align:baseline">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Wingdings;color:black"><span style="mso-list:Ignore">§<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-family:"Arial",sans-serif;color:#212121">Cristina Palmero, Universitat de Barcelona, Barcelona, Spain</span><span style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo7;vertical-align:baseline">
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</span></span></span><![endif]><span style="font-family:"Arial",sans-serif;color:#212121">German Barquero, Universitat de Barcelona, Barcelona, Spain</span><span style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo8;vertical-align:baseline">
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</span></span></span><![endif]><span style="font-family:"Arial",sans-serif;color:#212121">Prof Sergio Escalera, Universitat de Barcelona, Barcelona, Spain</span><span style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo9;vertical-align:baseline">
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</span></span></span><![endif]><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#212121">Prof Michel Valstar, University of Nottingham, Nottingham, United Kingdom</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo10;vertical-align:baseline">
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</span></span></span><![endif]><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#212121">Dr Tobias Baur, University of Augsburg, Augsburg, Germany</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo11;vertical-align:baseline">
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</span></span></span><![endif]><span style="font-family:"Arial",sans-serif;color:#212121">Dr Fabien Ringeval, Université Grenoble Alpes, Grenoble, France</span><span style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo12;vertical-align:baseline">
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</span></span></span><![endif]><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#212121">Prof Elisabeth Andrč, University of Augsburg, Augsburg, Germany</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:44.0pt;text-indent:-18.0pt;mso-list:l1 level1 lfo13;vertical-align:baseline">
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</span></span></span><![endif]><span lang="EN-US" style="font-family:"Arial",sans-serif;color:#212121">Prof Hatice Gunes, University of Cambridge, Cambridge, United Kingdom</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US"><br>
</span><span lang="EN-US" style="font-family:"Arial",sans-serif;color:black">Contact us via email:
</span><u><span style="font-family:"Arial",sans-serif;color:#006638"><a href="mailto:reactmultimodalchallenge@gmail.com"><span lang="EN-US">reactmultimodalchallenge@gmail.com</span></a></span></u><span lang="EN-US"><o:p></o:p></span></p>
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