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cs.CV2026
PhyEdit: Towards Real-World Object Manipulation via Physically-Grounded Image Editing
Ruihang Xu, Dewei Zhou, Xiaolong Shen +2
Achieving physically accurate object manipulation in image editing is essential for its potential applications in interactive world models. However, existing visual generative mode…
cs.CV2026
Echoes of ownership: Adversarial-guided dual injection for copyright protection in MLLMs
Chengwei Xia, Fan Ma, Ruijie Quan +3
With the rapid deployment of multimodal large language models (MLLMs), disputes regarding model ownership have become increasingly frequent, raising significant concerns about inte…