Connectionists: CfP: 2nd Workshop on Lifelong Learning Agents (CoLLAs - Workshop Track) 2023 - Deadline July 07

[Razvan Pascanu]

Dear All,

Apologies for cross-posting.

We invite submissions to the Workshop track of CoLLAs that describe new
theory, methodology or new insights into existing algorithms and/or
benchmarks. This is a non-archival track of the conference.  Topics of
submission may include, but are not limited to, Reinforcement Learning,
Supervised Learning or Unsupervised Learning approaches for:


   -

   Lifelong Learning / Continual Learning
   -

   Meta-Learning
   -

   Multi-Task Learning
   -

   Transfer Learning
   -

   Domain Adaptation
   -

   Few-Shot Learning
   -

   Out-Of-Distribution Generalization
   -

   Online Learning



The conference also welcomes submissions at the intersection of machine
learning and neuroscience and applications of the topics of interest to
real-world problems. Submitted papers will be evaluated based on their
novelty, technical quality, and potential impact. Experimental methods and
results are expected to be reproducible, and authors are strongly
encouraged to make code and data available. We also encourage submissions
of proof-of-concept research that puts forward novel ideas and demonstrates
potential, as well as in-depth analysis of existing methods and concepts.

The conference also welcomes submissions at the intersection of machine
learning and neuroscience and applications of the topics of interest to
real-world problems. This track is non-archival, and we accept submissions
of published work within the last year, or works that are currently under
review. As well as work in progress and preliminary results. The goal is to
disseminate information as fast as possible and to foster communication and
collaboration within the community.

Key Dates

The planned dates are as follows:

   - Submission deadline: July 07, 2023, 11:59 pm (AoE)
   - Notifications: July 13, 2023
   - Main conference dates: August 22-24, 2023

Review Process

Papers will receive a light review, focused on the correctness of the
presented material. Accepted work will be presented as posters during the
workshop track of the conference. The reviews process will be hosted on
OpenReview
<https://openreview.net/group?id=lifelong-ml.cc/CoLLAs/2023/Workshop_Track>
with submissions and reviews being private until a decision is made.
Formatting and Supplementary Material

Submissions should be in the form of an extended abstract of 4 pages using
the single-column CoLLAs 2023 format, plus unlimited pages for references
and appendices. The appendices should be within the same pdf file as the
extended abstract, however an additional zip file can be submitted that can
include multiple files of different formats (e.g. videos or code). Note
that reviewers are under no obligation to examine the appendix and the
supplementary material.

For previously published works (within the last year), the original paper
can be submitted as is, specifying to which venue the work has been
accepted.

Please format the paper using the official LaTeX style files that can be
found on overleaf  here <https://www.overleaf.com/read/bjccsphsgsbs> or on
github here <https://github.com/collas-conf/collas_2023_latex_template>. We
do not support submissions in formats other than LaTeX. Please do not
modify the layout given by the style file. For any questions, you can reach
us at: contact at lifelong-ml.cc.

Submissions will be through OpenReview.
<https://openreview.net/group?id=lifelong-ml.cc/CoLLAs/2023/Workshop_Track>
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20230622/ff7dfdb3/attachment.html>