Learning to Curate What You Generate for Generalizable Few-Shot Class-Incremental Learning

Junhui Yin, Yuchen Yang, Yilin Yin +6

Few-shot class-incremental learning (FSCIL) aims to learn novel classes from limited annotations while preserving prior knowledge. Existing methods typically assume a sufficiently…