Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning

Zhuowei Li, Long Zhao, Zizhao Zhang +4

In the context of continual learning, prototypes-as representative class embeddings-offer advantages in memory conservation and the mitigation of catastrophic forgetting. However,…