Search Results for author: Yizhu Chen

Found 2 papers, 1 papers with code

G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning

1 code implementation23 Mar 2024 Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen

The generalized CIL (GCIL) aims to address the CIL problem in a more real-world scenario, where incoming data have mixed data categories and unknown sample size distribution, leading to intensified forgetting.

Class Incremental Learning Incremental Learning

REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning

no code implementations20 Mar 2024 Run He, Huiping Zhuang, Di Fang, Yizhu Chen, Kai Tong, Cen Chen

The DS-BPT pretrains model in streams of both supervised learning and self-supervised contrastive learning (SSCL) for base knowledge extraction.

Class Incremental Learning Contrastive Learning +1

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