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Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection

22 May 2025

Papers citing "Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection"

27 / 27 papers shown

Title
AVFakeBench: A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs Shuhan Xia Peipei Li Xuannan Liu Dongsen Zhang Xinyu Guo Zekun Li AAML 176 0 0 26 Nov 2025
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models Gaojie Lin Jianwen Jiang Jiaqi Yang Zerong Zheng Chao Liang DiffM VGen 1.3K 84 0 01 Jul 2025
IVY-FAKE: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection Wayne Zhang Changjiang Jiang Zhonghao Zhang Chenyang Si Fengchang Yu ... Xinbin Yuan Yifei Bi Ming Zhao Zian Zhou Caifeng Shan 323 8 0 01 Jun 2025
SEED: A Benchmark Dataset for Sequential Facial Attribute Editing with Diffusion Models Yule Zhu Ping Liu Zhedong Zheng Wei Liu 118 1 0 31 May 2025
EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions Zhiyuan Chen Jiajiong Cao Zhiquan Chen Yuming Li Chenguang Ma VGen 274 158 0 11 Jul 2024
Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation Mingwang Xu Hui Li Qingkun Su Hanlin Shang Liwei Zhang Ce Liu Jingdong Wang Yao Yao Siyu Zhu VGen 251 166 0 13 Jun 2024
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation Cong Wang Kuan Tian Jun Zhang Yonghang Guan Feng Luo Fei Shen Zhiwei Jiang Qing Gu Xiao Han Wei Yang 247 80 0 04 Jun 2024
AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation Huawei Wei Zejun Yang Zhisheng Wang VGen DiffM 215 167 0 26 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video DetectionComputer Vision and Pattern Recognition (CVPR), 2024 Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 333 67 0 11 Mar 2024
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character AnimationComputer Vision and Pattern Recognition (CVPR), 2023 Liucheng Hu Xin Gao Peng Zhang Ke Sun Bang Zhang Liefeng Bo DiffM VGen 465 638 0 28 Nov 2023
AltFreezing for More General Video Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 222 106 0 17 Jul 2023
High-Fidelity and Freely Controllable Talking Head Video GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Yue Gao Yuan-yuan Zhou Jinglu Wang Xiao Li Xiang Ming Yan Lu VGen 326 53 0 20 Apr 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Chao Feng Ziyang Chen Andrew Owens 272 112 0 04 Jan 2023
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Hasam Khalid Shahroz Tariq Minha Kim Simon S. Woo 420 283 0 11 Aug 2021
A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild Prajwal K R Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar EGVM 439 1,008 0 23 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in VideosEuropean Conference on Computer Vision (ECCV), 2020 I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 494 438 0 08 Aug 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware CluesEuropean Conference on Computer Vision (ECCV), 2020 Yuyang Qian Guojun Yin Lu Sheng Zixuan Chen Jing Shao CVBM 316 940 0 18 Jul 2020
Detecting Deep-Fake Videos from Appearance and BehaviorInternational Workshop on Information Forensics and Security (WIFS), 2020 S. Agarwal Tarek El-Gaaly Hany Farid Ser-Nam Lim PICV 172 199 0 29 Apr 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 439 530 0 09 Jan 2020
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 217 208 0 28 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake ForensicsComputer Vision and Pattern Recognition (CVPR), 2019 Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 511 1,408 0 27 Sep 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 320 679 0 02 May 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 469 2,601 0 25 Jan 2019
DeepFakes: a New Threat to Face Recognition? Assessment and Detection Pavel Korshunov S´ebastien Marcel PICV CVBM 202 720 0 20 Dec 2018
Exposing Deep Fakes Using Inconsistent Head Poses Xin Yang Yuezun Li Siwei Lyu CVBM 243 1,022 0 01 Nov 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 283 1,501 0 04 Sep 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Zhiwen Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 651 908 0 12 Jun 2018