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

Chen, Yulin et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
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 this work, we propose FoCLIP, a feature-space misalignment f
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