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"

25 / 25 papers shown

Title
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 281 23 0 03 Feb 2025
Sonic: Shifting Focus to Global Audio Perception in Portrait Animation Xiaozhong Ji Xiaobin Hu Zhihong Xu Junwei Zhu Chuming Lin ... Donghao Luo Yi Chen Qin Lin Qinglin Lu Chengjie Wang VGen 125 9 0 25 Nov 2024
EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions Zhiyuan Chen Jiajiong Cao Zhiquan Chen Yuming Li Chenguang Ma VGen 81 61 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 61 80 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 81 41 0 04 Jun 2024
AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation Huawei Wei Zejun Yang Zhisheng Wang VGen DiffM 50 78 0 26 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 64 28 0 11 Mar 2024
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation Liucheng Hu Xin Gao Peng Zhang Ke Sun Bang Zhang Liefeng Bo DiffM VGen 78 377 0 28 Nov 2023
AltFreezing for More General Video Face Forgery Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 53 69 0 17 Jul 2023
High-Fidelity and Freely Controllable Talking Head Video Generation Yue Gao Yuan-yuan Zhou Jinglu Wang Xiao Li Xiang Ming Yan Lu VGen 49 38 0 20 Apr 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 51 75 0 04 Jan 2023
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Hasam Khalid Shahroz Tariq Minha Kim Simon S. Woo 84 192 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 96 777 0 23 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 72 367 0 08 Aug 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues Yuyang Qian Guojun Yin Lu Sheng Zixuan Chen Jing Shao CVBM 108 688 0 18 Jul 2020
Detecting Deep-Fake Videos from Appearance and Behavior S. Agarwal Tarek El-Gaaly Hany Farid Ser-Nam Lim PICV 40 167 0 29 Apr 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 96 443 0 09 Jan 2020
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 30 186 0 28 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 195 1,075 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 84 593 0 02 May 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 101 2,075 0 25 Jan 2019
DeepFakes: a New Threat to Face Recognition? Assessment and Detection Pavel Korshunov S´ebastien Marcel PICV CVBM 65 604 0 20 Dec 2018
Exposing Deep Fakes Using Inconsistent Head Poses Xin Yang Yuezun Li Siwei Lyu CVBM 70 882 0 01 Nov 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 72 1,247 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 251 830 0 12 Jun 2018