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News/FoCLIP: A Feature-Space Misalignment Framework for CLIP-Based Image Manipulation and Detection
arxiv
PublishedOctober 1, 2026 at 4:00 AM

FoCLIP: A Feature-Space Misalignment Framework for CLIP-Based Image Manipulation and Detection

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arXiv:2511.06947v2 Announce Type: replace-cross Abstract: The well-aligned attribute of CLIP-based models enables its effective application like CLIPscore as a widely adopted image quality assessment metric. However, such a CLIP-based metric is vulnerable for its delicate multimodal alignment. In th

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