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DFGC 2022: The Second DeepFake Game Competition

30 June 2022

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Papers citing "DFGC 2022: The Second DeepFake Game Competition"

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Title
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 71 313 0 18 Apr 2022
Learning Disentangled Representation for One-shot Progressive Face Swapping Qi Li Weining Wang Chengzhong Xu Zhen Sun CVBM OCL 53 17 0 24 Mar 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 171 5,213 0 10 Jan 2022
ForgeryNet -- Face Forgery Analysis Challenge 2021: Methods and Results Yinan He Lu Sheng Jing Shao Ziwei Liu Zhaofan Zou ... Mingwen Zhang Zhiheng Wang Zhenhang Huang Tianming Zhang Ningning Zhao CVBM 133 2 0 15 Dec 2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi ViT 83 174 0 06 Jul 2021
HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping Yuhan Wang Xu Chen Junwei Zhu Wenqing Chu Ying Tai Chengjie Wang Jilin Li Yongjian Wu Feiyue Huang Rongrong Ji CVBM 64 121 0 18 Jun 2021
SimSwap: An Efficient Framework For High Fidelity Face Swapping Renwang Chen Xuanhong Chen Bingbing Ni Yanhao Ge CVBM 73 313 0 11 Jun 2021
DFGC 2021: A DeepFake Game Competition Bo Peng Hongxing Fan Wei Wang Jing Dong Yuezun Li ... Changtao Miao Changlei Lu Shan He Xiaoyu Wu Wanyi Zhuang 3DGS 48 10 0 02 Jun 2021
One Shot Face Swapping on Megapixels Yuhao Zhu Qi Li Jian Wang Chengzhong Xu Zhenan Sun PICV CVBM 59 157 0 11 May 2021
Representative Forgery Mining for Fake Face Detection Chengrui Wang Weihong Deng CVBM 72 187 0 14 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
KoDF: A Large-scale Korean DeepFake Detection Dataset Patrick Kwon J. You Gyuhyeon Nam Sungwoo Park Gyeongsu Chae 77 103 0 18 Mar 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 78 245 0 16 Mar 2021
Multi-attentional Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Tianyi Wei Weiming Zhang Nenghai Yu 3DPC 87 623 0 03 Mar 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 134 389 0 05 Jan 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 82 272 0 16 Dec 2020
Cost Sensitive Optimization of Deepfake Detector Ivan Kukanov Janne Karttunen Hannu Sillanpää Ville Hautamaki 145 7 0 08 Dec 2020
The DeepFake Detection Challenge (DFDC) Dataset Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang Cristian Canton Ferrer PICV 37 247 0 12 Jun 2020
DeepFaceLab: Integrated, flexible and extensible face-swapping framework Ivan Perov Daiheng Gao Nikolay Chervoniy Kunlin Liu Sugasa Marangonda ... Jian Jiang Sheng Zhang Pingyu Wu Wenbo Zhou Weiming Zhang CVBM 67 228 0 12 May 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 111 445 0 09 Jan 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 69 846 0 31 Dec 2019
FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping Lingzhi Li Jianmin Bao Hao Yang Dong Chen Fang Wen CVBM 69 338 0 31 Dec 2019
On the Detection of Digital Face Manipulation H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 109 551 0 03 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 204 1,078 0 27 Sep 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 142 18,168 0 28 May 2019
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Tao Hu H. Qi Qingming Huang Yan Lu 44 235 0 26 Jan 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 111 2,090 0 25 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 596 10,590 0 12 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 98 1,692 0 20 Nov 2018