Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning

Haichen Zhou, Yixiong Zou, Ruixuan Li +2

Few-shot class-incremental learning (FSCIL) aims to acquire knowledge from novel classes with limited samples while retaining information about base classes. Existing methods addre…