Life-Long Learning in Practical Applications Workshop @ WCCI

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Jędrzej Kozal

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Dec 15, 2021, 10:27:08 AM12/15/21
to Continual Learning & AI News
Dear all,

we want to invite everyone to submit work to Life-Long Learning in Practical Applications Workshop organized as part of the WCCI 2022 conference.

Topics of interest include:
  • life-long learning methods and practical applications multi-task learning
  • transfer learning
  • zero-shot and few-shot learning
  • online learning
  • learning from drifted data streams
  • semi-supervised learning
  • self-labeling and active learning
  • rare events detection
  • learning from incomplete and missing data
  • meta-learning
  • dynamic neural architecture search
  • recurrent concepts
  • learning from imbalanced data
  • life-long learning methods and practical applications for specific fields
  • benchmarking:
    • new benchmark problems for facilitating fair experimental comparisons and understanding performance among life-long learning methods.
    • proposal of new building blocks for an open-source, community-backed library for life-long learning.
The deadline for paper submission is January 31.
Please find more information on the workshop website.

Best Regards,
Members of Organizing Committee

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