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

arXiv:2604.03114v2 Announce Type: replace-cross Abstract: Vision-language models (VLMs) may need to forget visual concepts after deployment because of privacy, copyright, licensing, safety, or policy changes. Conventional machine unlearning modifies model para