CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning

Chengyan Liu, Linglan Zhao, Fan Lyu +3

Few-Shot Class-Incremental Learning (FSCIL) defines a practical but challenging task where models are required to continuously learn novel concepts with only a few training samples…