Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning

Jizhou Han, Chenhao Ding, Yuhang He +4

Few-shot class-incremental Learning (FSCIL) enables models to learn new classes from limited data while retaining performance on previously learned classes. Traditional FSCIL metho…