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Arxiv

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Image Credit: Arxiv

An experimental approach on Few Shot Class Incremental Learning

  • Few-Shot Class-Incremental Learning (FSCIL) is a cutting-edge paradigm within machine learning.
  • FSCIL empowers models to assimilate new classes of data with limited examples while safeguarding existing knowledge.
  • The paper presents different solutions and extensive experiments to evaluate and compare methods for FSCIL.
  • An experimental approach aims to improve FSCIL performance by replacing the visual-language model with a superior one.

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