Local Relation Learning for Face Forgery Detection

6 May 2021

Papers citing "Local Relation Learning for Face Forgery Detection"

27 / 77 papers shown

Title
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization S. Dong Jin Wang Renhe Ji Jiajun Liang Haoqiang Fan Zheng Ge 35 108 0 26 Oct 2022
UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection Wanyi Zhuang Qi Chu Zhentao Tan Qiankun Liu Haojie Yuan Changtao Miao Zixiang Luo Nenghai Yu ViT CVBM 37 76 0 23 Oct 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated Learning Decheng Liu Zhan Dang Chunlei Peng Yu Zheng Shuang Li N. Wang Xinbo Gao FedML 26 30 0 18 Oct 2022
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 103 52 0 30 Sep 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 55 23 0 29 Sep 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Mingming Gong Errui Ding Jingdong Wang Youjian Zhao 24 10 0 21 Jul 2022
Exploring Disentangled Content Information for Face Forgery Detection Jiahao Liang Huafeng Shi Weihong Deng CVBM 36 38 0 19 Jul 2022
Delving into Sequential Patches for Deepfake Detection Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 23 60 0 06 Jul 2022
CORE: Consistent Representation Learning for Face Forgery Detection Yu-Shu Ni Depu Meng Changqian Yu Chengbin Quan Dongchun Ren Youjian Zhao CVBM CLL 34 61 0 06 Jun 2022
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 26 291 0 18 Apr 2022
Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack Detection Yachun Li Yingzi Lian Jingjing Wang Yuhui Chen Chunmao Wang Shiliang Pu CVBM 14 5 0 01 Apr 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia Chao Ma Taiping Yao Bangjie Yin Shouhong Ding Xiaokang Yang AAML 24 62 0 29 Mar 2022
ObjectFormer for Image Manipulation Detection and Localization Junke Wang Zuxuan Wu Jingjing Chen Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 26 108 0 28 Mar 2022
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack Chi Liu Huajie Chen Tianqing Zhu Jun Zhang Wanlei Zhou AAML 25 23 0 22 Mar 2022
Self-supervised Transformer for Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Weiming Zhang Nenghai Yu ViT 19 34 0 02 Mar 2022
Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning Qiqi Gu Shen Chen Taiping Yao Yang Chen Shouhong Ding Ran Yi CVBM 28 127 0 28 Dec 2021
Dual Contrastive Learning for General Face Forgery Detection Ke Sun Taiping Yao Shen Chen Shouhong Ding L. Jilin Rongrong Ji CVBM 16 171 0 27 Dec 2021
Self-supervised GAN Detector Yonghyun Jeong Doyeon Kim Pyounggeon Kim Youngmin Ro Jongwon Choi 28 3 0 12 Nov 2021
MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection Gaojian Wang Qian Jiang Xin Jin Wei Li Xiaohui Cui CVBM 31 25 0 07 Oct 2021
Spatiotemporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu Yang Chen Taiping Yao Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma 14 149 0 04 Sep 2021
3D High-Fidelity Mask Face Presentation Attack Detection Challenge Ajian Liu Chenxu Zhao Zitong Yu Anyang Su Xing Liu ... Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei G. Guo CVBM 23 34 0 16 Aug 2021
FT-TDR: Frequency-guided Transformer and Top-Down Refinement Network for Blind Face Inpainting Junke Wang Shaoxiang Chen Zuxuan Wu Yu-Gang Jiang CVBM 13 24 0 10 Aug 2021
Automated Deepfake Detection Ping Liu Yuewei Lin Yang He Yunchao Wei Liangli Zhen Joey Tianyi Zhou Rick Siow Mong Goh Jingen Liu 18 6 0 20 Jun 2021
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes Hao Huang Yongtao Wang Zhaoyu Chen Yuze Zhang Yuheng Li Zhi Tang Wei Chu Jingdong Chen Weisi Lin K. Ma AAML 62 90 0 23 May 2021
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 107 257 0 20 Apr 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 140 1,044 0 27 Sep 2019
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017