一作CVPR 2026Poster· Computer Vision & Pattern Recognition
The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts
Yuchen Zhang · Yaxiong Wang · Yujiao Wu · Lianwei Wu · Li Zhu · Zhedong Zheng
多模态OpenReview 项目页
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Yuchen Zhang · Yaxiong Wang · Yujiao Wu · Lianwei Wu · Li Zhu · Zhedong Zheng
Yuchen Zhang · Yaxiong Wang · Kecheng Han · Yujiao Wu · Lianwei Wu · Li Zhu · Zhedong Zheng
Recent advances in generative AI have significantly enhanced the realism of multimodal media manipulation, thereby posing substantial challenges to manipulation detection. Existing manipulation detection and grounding approaches predominantly focus on manipulation type classification under result...