Deepfake Generation and Detection: A Benchmark and Survey

26 March 2024

Jiangning Zhang

Chengjie Wang

Guangtao Zhai

Jian Yang

Chunhua Shen

Dacheng Tao

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Papers citing "Deepfake Generation and Detection: A Benchmark and Survey"

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Title
VividListener: Expressive and Controllable Listener Dynamics Modeling for Multi-Modal Responsive Interaction Shiying Li Xingqun Qi Bingkun Yang Chen Weile Zezhao Tian Muyi Sun Qifeng Liu Man Zhang Zhenan Sun 59 0 0 30 Apr 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 100 0 0 26 Nov 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 53 2 0 15 Nov 2024
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 40 3 0 22 Sep 2024
GSTalker: Real-time Audio-Driven Talking Face Generation via Deformable Gaussian Splatting Bo Chen Shoukang Hu Qi Chen Chenpeng Du Ran Yi Yanmin Qian Xie Chen 3DGS 11 7 0 29 Apr 2024
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 3DH 37 8 0 05 Feb 2024
EmoTalker: Emotionally Editable Talking Face Generation via Diffusion Model Bingyuan Zhang Xulong Zhang Ning Cheng Jun Yu Jing Xiao Jianzong Wang DiffM 23 5 0 16 Jan 2024
Learning Dense Correspondence for NeRF-Based Face Reenactment Songlin Yang Wei Wang Yushi Lan Xiangyu Fan Bo Peng Lei Yang Jing Dong CVBM 3DH 21 6 0 16 Dec 2023
DiT-Head: High-Resolution Talking Head Synthesis using Diffusion Transformers Aaron Mir Eduardo Alonso Esther Mondragón DiffM 20 2 0 11 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting Jin Liu Huaibo Huang Chao Jin Ran He DiffM 94 9 0 03 Dec 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 150 985 0 25 Nov 2023
Multimodal-driven Talking Face Generation via a Unified Diffusion-based Generator Chao Xu Shaoting Zhu Junwei Zhu Alexander I. Rudnicky Jiangning Zhang Ying Tai Yong Liu DiffM 42 14 0 04 May 2023
High-fidelity Generalized Emotional Talking Face Generation with Multi-modal Emotion Space Learning Chao Xu Sijun Tan Jibang Wu Yue Han Wenqing Chu Xiaohui Bei Chengjie Wang Haifeng Xu Yong Liu CVBM 46 36 0 04 May 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 44 78 0 03 Jan 2023
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 39 29 0 23 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 28 34 0 27 Sep 2022
FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment Y. Nirkin Y. Keller Tal Hassner PICV CVBM 19 34 0 25 Feb 2022
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 100 254 0 20 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 78 365 0 05 Jan 2021
Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation Bingquan Zhu Hao Fang Yanan Sui Luming Li PICV MedIm 88 63 0 07 Feb 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 127 1,018 0 27 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 1,954 0 14 Jun 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 209 19,191 0 21 Nov 2016