Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay

Huan Liu, Li Gu, Zhixiang Chi +4

Few-shot class-incremental learning (FSCIL) has been proposed aiming to enable a deep learning system to incrementally learn new classes with limited data. Recently, a pioneer clai…