Class Balance Matters to Active Class-Incremental Learning

Zitong Huang, Ze Chen, Yuanze Li +6

Few-Shot Class-Incremental Learning has shown remarkable efficacy in efficient learning new concepts with limited annotations. Nevertheless, the heuristic few-shot annotations may…