Continual Adapter Tuning with Semantic Shift Compensation for Class-Incremental Learning

Qinhao Zhou, Yuwen Tan, Boqing Gong +1

Class-incremental learning (CIL) aims to enable models to continuously learn new classes while overcoming catastrophic forgetting. The introduction of pre-trained models has brough…