Singular Value Fine-tuning for Few-Shot Class-Incremental Learning

Zhiwu Wang, Yichen Wu, Renzhen Wang +4

Class-Incremental Learning (CIL) aims to prevent catastrophic forgetting of previously learned classes while sequentially incorporating new ones. The more challenging Few-shot CIL…