Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning

arXiv:2605.05909v1 Announce Type: new Abstract: The core challenge of machine unlearning is to strike a balance between target knowledge removal and non-target knowledge retention. In the context of Multimodal Large Language Models (MLLMs), this challenge becomes even more pronounced, as knowledge...