HERMAN: Hierarchical Representation Matching for CLIP-based Class-Incremental Learning

Zhen-Hao Xie, Yan Wang, Lan Li +3

Class-Incremental Learning (CIL) aims to endow models with the ability to continuously adapt to evolving data streams. Recent advances in pre-trained vision-language models (e.g.,…