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