Shi-Lei Zhao

Revisiting Cross-Reconstruction for Generalizable Deepfake Detection

Existing image forgery detectors often suffer from generalization to unseen manipulation methods due to the limited ability to capture transferable forensic cues. Recent cross-reconstruction based methods attempt to improve generalization through semantic-artifact disentanglement, but typically align heterogeneous arti...