Jingchang Xie

PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection

The rapid evolution of generative AI, from GANs to modern diffusion models, has resulted in increasingly subtle discriminative clues. These fine-grained signals are often overshadowed by dominant, high-fidelity image content (e.g., the main subject), limiting the reliability of existing detectors th…