CASP: Few-Shot Class-Incremental Learning with CLS Token Attention Steering Prompts

Shuai Huang, Xuhan Lin, Yuwu Lu

Few-shot class-incremental learning (FSCIL) presents a core challenge in continual learning, requiring models to rapidly adapt to new classes with very limited samples while mitiga…