Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning

Yibo Yang, Haobo Yuan, Xiangtai Li +3

Few-shot class-incremental learning (FSCIL) has been a challenging problem as only a few training samples are accessible for each novel class in the new sessions. Finetuning the ba…