Suppression Is Not Forgetting: Residual Recoverability in Visual Concept Unlearning for VLMs

Zhangyun Tan, Zeliang Zhang, Jiani Liu +5

Vision-language models (VLMs) may need to forget visual concepts after deployment because of privacy, copyright, licensing, safety, or policy changes. Conventional machine unlearni…