iGSP:Implicit Gradient Subspace Projection for Efficient Continual Learning of Vision-Language Models

Xuezhi Cui, Dongbo Zhou, Wang Guo +8

Vision-Language Models require efficient adaptation to continually emerging downstream tasks. While Parameter-Efficient Fine-Tuning mitigates catastrophic forgetting, assigning iso…