Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection

16 March 2021

Papers citing "Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection"

50 / 103 papers shown

Title
Controllable Guide-Space for Generalizable Face Forgery Detection Yingjie Guo Cheng Zhen Pengfei Yan CVBM AAML 38 21 0 26 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 27 7 0 20 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 54 53 0 14 Jul 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection Rui Shao Tianxing Wu Liqiang Nie Ziwei Liu 21 11 0 01 Jun 2023
Building an Invisible Shield for Your Portrait against Deepfakes Jiazhi Guan Tianshu Hu Hang Zhou Zhizhi Guo Lirui Deng Chengbin Quan Errui Ding Youjian Zhao PICV 29 4 0 22 May 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection Zhiyuan Yan Yong Zhang Yanbo Fan Baoyuan Wu 59 98 0 27 Apr 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi Haipeng Chen Long Chen Dong Zhang 21 17 0 26 Apr 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection Anwei Luo Chen Kong Jiwu Huang Yongjian Hu Xiangui Kang Alex C. Kot AAML 32 39 0 24 Apr 2023
Assessment Framework for Deepfake Detection in Real-world Situations Yuhang Lu Touradj Ebrahimi CVBM 29 17 0 12 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 44 57 0 05 Apr 2023
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 29 5 0 30 Mar 2023
Impact of Video Processing Operations in Deepfake Detection Yuhang Lu Touradj Ebrahimi CVBM 27 3 0 30 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 31 2 0 23 Mar 2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou AAML 20 4 0 03 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation Chen Kong Haoliang Li Shiqi Wang ViT CVBM 42 15 0 02 Mar 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection Chu Zhou Jiajun Huang Daochang Liu Chengbin Du Siqi Ma Surya Nepal Chang Xu 25 0 0 21 Feb 2023
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues Decheng Liu Zeyang Zheng Chunlei Peng Yukai Wang N. Wang Xinbo Gao CVBM 27 15 0 30 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 37 5 0 12 Dec 2022
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification Bo-Lun Yan Chang-Tsun Li Xuequan Lu CVBM 22 2 0 24 Nov 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 36 16 0 20 Nov 2022
Generalizable Deepfake Detection with Phase-Based Motion Analysis Ekta Prashnani Michael Goebel B. S. Manjunath 32 4 0 17 Nov 2022
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization S. Dong Jin Wang Renhe Ji Jiajun Liang Haoqiang Fan Zheng Ge 35 109 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 39 77 0 23 Oct 2022
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 43 7 0 11 Oct 2022
Multi-Scale Wavelet Transformer for Face Forgery Detection Jie Liu Jingjing Wang Peng Zhang Chunmao Wang Di Xie Shiliang Pu ViT CVBM 36 8 0 08 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 109 52 0 30 Sep 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues Zitong Yu Rizhao Cai Zhi Li Wenhan Yang Jingang Shi Alex C. Kot AAML CVBM 36 32 0 10 Aug 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Biwei Huang Errui Ding Jingdong Wang Youjian Zhao 29 10 0 21 Jul 2022
Explaining Deepfake Detection by Analysing Image Matching S. Dong Jin Wang Jiajun Liang Haoqiang Fan Renhe Ji 26 47 0 20 Jul 2022
Exploring Disentangled Content Information for Face Forgery Detection Jiahao Liang Huafeng Shi Weihong Deng CVBM 41 38 0 19 Jul 2022
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning Wanyi Zhuang Qi Chu Haojie Yuan Changtao Miao B. Liu Nenghai Yu GAN CVBM 15 10 0 08 Jul 2022
Delving into Sequential Patches for Deepfake Detection Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 25 61 0 06 Jul 2022
Detecting and Recovering Sequential DeepFake Manipulation Rui Shao Tianxing Wu Ziwei Liu AAML 19 40 0 05 Jul 2022
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario Yukai Wang Chunlei Peng Decheng Liu N. Wang Xinbo Gao 47 14 0 05 Jul 2022
DFGC 2022: The Second DeepFake Game Competition Bo Peng Wei Xiang Yue Jiang Wei Wang Jing Dong Zhen Sun Zhen Lei Siwei Lyu 19 10 0 30 Jun 2022
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 26 291 0 18 Apr 2022
Audio-Visual Person-of-Interest DeepFake Detection D. Cozzolino Alessandro Pianese Matthias Nießner L. Verdoliva 30 60 0 06 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
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 33 197 0 23 Mar 2022
Model Attribution of Face-swap Deepfake Videos Shan Jia Xin Li Siwei Lyu CVBM 18 24 0 25 Feb 2022
Robust Deepfake On Unrestricted Media: Generation And Detection Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen 30 7 0 13 Feb 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis M. Pantic CVBM 34 126 0 18 Jan 2022
Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning Qiqi Gu Shen Chen Taiping Yao Yang Chen Shouhong Ding Ran Yi CVBM 30 129 0 28 Dec 2021
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos Pengfei Pei Xianfeng Zhao Yun Cao Jinchuan Li Xiaowei Yi ViT 24 8 0 15 Dec 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 34 25 0 07 Oct 2021
From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network Yuxin Wang Hongtao Xie Shancheng Fang Jing Wang Shenggao Zhu Yongdong Zhang VLM 58 152 0 22 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
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 33 130 0 27 Feb 2021
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering Yihao Huang Felix Juefei Xu Qing-Wu Guo Yang Liu G. Pu 33 20 0 19 Sep 2020
Detecting Deepfakes with Metric Learning Akash Kumar Arnav V. Bhavsar 52 71 0 19 Mar 2020