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Author

Ruiyang Xia

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Conference Open access Sep 2026

Breaking the Trade-off: Orthogonal Semantic Decoupling for Generalizable and Fair Deepfake Detection

Orthogonal Semantic Decoupling is proposed, a framework that decouples demographic semantics from forgery cues and out-performs state-of-the-art methods in both generalization and fairness, breaking the trade-off.

Zhong-Yu Shi, Si-Yu Peng, Yi-Min Kang et al. · 0 citations

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