Connectionists: [CFP] 3rd Conference on Lifelong Learning Agents (CoLLAs) 2024 - Journal Track

[Sarath Chandar]

Dear All,


We invite submissions to the journal track of CoLLAs
<https://lifelong-ml.cc/> 2024. This allows the community to present their
recently published top-tier journal papers on CoLLAs topics (see the main
track <https://lifelong-ml.cc/Conferences/2024/call> for a list of topics)
and increase their visibility.
Topics of interest

Topics of submission may include, but are not limited to, Reinforcement
Learning, Supervised Learning, Self-supervised Learning, or Unsupervised
Learning approaches for:

   - Lifelong Learning / Continual Learning
   - Meta-Learning
   - Multi-Task Learning
   - Transfer Learning
   - Curriculum Learning
   - Domain Adaptation
   - Few-Shot Learning
   - Out-Of-Distribution Generalization
   - Online Learning
   - Active Learning
   - Open-ended Learning

Submission Guidelines

Submissions to the journal track will go through a very light-weight review
process mainly to make sure that the following conditions are met:

The paper has to be in the scope of CoLLAs (See the main track
<https://lifelong-ml.cc/Conferences/2024/call> for a list of possible
topics). The paper was published within the last 24 months in a top-tier
journal in machine learning or a related field. The paper was published in
the journal under an open-access license (i.e., readers don’t have to pay
or register in any form to read the paper).

We consider journals such as JMLR, TMLR, and JAIR as top-tier and
open-access journals, such that papers recently published in these journals
directly qualify for this track. For other top-tier journals, such as,
e.g., IEEE TPAMI, AIJ or MLJ, papers only qualify if the open-access option
was purchased. We note that open access has to be established by the time
of submission.

*TMLR will provide a “CoLLAs certification” for TMLR papers that are
accepted to be presented at the CoLLAs conference.*

You can make your submissions here
<https://openreview.net/group?id=lifelong-ml.cc/CoLLAs/2024/Journal_Track>.
Presentation at the Conference

Authors of accepted papers have the chance to present their papers in a
short video and in the poster presentation, exactly like authors of papers
in the main track.
Deadline
Submission April 29, 2024
Notification May 06, 2024

Submissions will be through OpenReview:
https://openreview.net/group?id=lifelong-ml.cc/CoLLAs/2024/Journal_Track

Complete CFP can be found here:
https://lifelong-ml.cc/Conferences/2024/journal


Regards,

Vincenzo Lomonaco, Stefano Melacci, Tinne Tuytelaars (CoLLAs 2024 Program
Chairs)
Sarath Chandar, Razvan Pascanu (CoLLAs 2024 General Chairs)
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