Learning to Discover Forgery Cues for Face Forgery Detection

Learning to Discover Forgery Cues for Face Forgery Detection

IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024

2 September 2024

Jizhong Han

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Papers citing "Learning to Discover Forgery Cues for Face Forgery Detection"

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Title
Suppressing Gradient Conflict for Generalizable Deepfake Detection Ming-Hui Liu Harry Cheng Xin Luo Xin-Shun Xu 120 0 0 29 Jul 2025
Learning Real Facial Concepts for Independent Deepfake DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Ming-Hui Liu Harry Cheng Tianyi Wang Xin Luo Xin-Shun Xu 297 3 0 07 May 2025
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery DetectionPattern Recognition (Pattern Recogn.), 2024 Yaning Zhang Qiufu Li Zitong Yu Linlin Shen ViT 193 7 0 31 Dec 2024
DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder Peipeng Yu Hui Gao Zhitao Huang Zhihua Xia Chip-Hong Chang Chip-Hong Chang 286 1 0 10 Dec 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Yaning Zhang Tianyi Wang Zitong Yu Zan Gao Linlin Shen Shengyong Chen DiffM 266 10 0 15 Sep 2024
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016 François Chollet MDE BDL PINN 2.5K 16,427 0 07 Oct 2016