When Semantics Regulate: Rethinking Patch Shuffle and Internal Bias for Generated Image Detection with CLIP

Beilin Chu, Weike You, Mengtao Li +7

The rapid progress of GANs and Diffusion Models poses new challenges for detecting AI-generated images. Although CLIP-based detectors exhibit promising generalization, they often r…