Author

Pengwen Dai

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Aug 2026

End-to-end Multi-face Forgery Detection via Progressively-explicit Queries

This paper proposes an end-to-end Transformer-based framework, termed Progressively Explicit Query Network (PEQNet), for multi-face forgery detection and localization, and introduces triple contrastive learning to model the mutual exclusivity among real, fake, and background regions.

Pengwen Dai, Xiaomeng Wen, Feiyang He et al. · ACM Transactions on Multimed... · 0 citations