Yuhang He*

Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning

"The problem of Rehearsal-Free Continual Learning (RFCL) aims to continually learn new knowledge while preventing forgetting of the old knowledge, without storing any old samples and prototypes. The latest methods leverage large-scale pre-trained models as the backbone and use key-query matching to…