SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders

Qing Li, Jiahui Geng, Derui Zhu +3

Unlearning methods for vision-language models (VLMs) have primarily adapted techniques from large language models (LLMs), relying on weight updates that demand extensive annotated…