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

Yulin Chen, Zeyuan Wang, Tianyuan Yu +2

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 met…