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Gaojian Wang

2 accepted papers

2026

DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection

AAAI 2026technical

Advanced image generative models have led to concerns about malicious use, underscoring the necessity for generalizable detection methods. However, existing approaches tend to overfit to domain-specific forgery patterns, while overlooking complementary cues from different domains. Therefore, we intr

Cited by 0SourcePDFScholar
2025

FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning

CVPR 2025poster

This work asks: with abundant, unlabeled real faces, how to learn a robust and transferable facial representation that boosts various face security tasks with respect to generalization performance? We make the first attempt and propose a self-supervised pretraining framework to learn fundamental rep…