Search Results for author: Hyeonbeom Choi

Found 1 papers, 0 papers with code

Just Say the Name: Online Continual Learning with Category Names Only via Data Generation

no code implementations16 Mar 2024 Minhyuk Seo, Seongwon Cho, Minjae Lee, Diganta Misra, Hyeonbeom Choi, Seon Joo Kim, Jonghyun Choi

Requiring extensive human supervision is often impractical for continual learning due to its cost, leading to the emergence of 'name-only continual learning' that only provides the name of new concepts (e. g., classes) without providing supervised samples.

Continual Learning Diversity +1

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