Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning

Yan Wang, Da-Wei Zhou, Han-Jia Ye

Class-Incremental Learning (CIL) requires a learning system to continually learn new classes without forgetting. Existing pre-trained model-based CIL methods often freeze the pre-t…