MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning

Hanbin Zhao, Yongjian Fu, Mintong Kang +3

As a challenging problem, few-shot class-incremental learning (FSCIL) continually learns a sequence of tasks, confronting the dilemma between slow forgetting of old knowledge and f…