FaceForensics++: Learning to Detect Manipulated Facial Images

25 January 2019

Matthias Nießner

Papers citing "FaceForensics++: Learning to Detect Manipulated Facial Images"

50 / 318 papers shown

Title
Warning: Humans Cannot Reliably Detect Speech Deepfakes Kimberly T. Mai Sergi D. Bray Toby O. Davies Lewis D. Griffin 41 40 0 19 Jan 2023
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 33 11 0 11 Jan 2023
Imitator: Personalized Speech-driven 3D Facial Animation Balamurugan Thambiraja I. Habibie S. Aliakbarian Darren Cosker Christian Theobalt Justus Thies CVBM 47 49 0 30 Dec 2022
Learning to mask: Towards generalized face forgery detection Jianwei Fei Yunshu Dai Huaming Wang Zhihua Xia AAML CVBM 29 0 0 29 Dec 2022
DiffFace: Diffusion-based Face Swapping with Facial Guidance Kihong Kim Yunho Kim Seokju Cho Junyoung Seo Jisu Nam Kychul Lee Seung Wook Kim Kwanghee Lee DiffM 32 52 0 27 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 40 5 0 12 Dec 2022
Face Forgery Detection Based on Facial Region Displacement Trajectory Series Yuyang Sun Zhiyong Zhang Isao Echizen H. Nguyen Changzhen Qiu Lu Sun CVBM 29 14 0 07 Dec 2022
FlowFace: Semantic Flow-guided Shape-aware Face Swapping Hao Zeng Wei Zhang Changjie Fan Tangjie Lv Suzhe Wang Zhimeng Zhang Bowen Ma Lincheng Li Yu-qiong Ding Xin Yu CVBM 34 7 0 06 Dec 2022
A Dataless FaceSwap Detection Approach Using Synthetic Images Anubhav Jain Nasir D. Memon Julian Togelius CVBM 21 4 0 05 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 28 5 0 01 Dec 2022
Semantic-aware One-shot Face Re-enactment with Dense Correspondence Estimation Yunfan Liu Qi Li Zhen Sun Tieniu Tan CVBM 11 0 0 23 Nov 2022
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 35 27 0 21 Nov 2022
Generalizable Deepfake Detection with Phase-Based Motion Analysis Ekta Prashnani Michael Goebel B. S. Manjunath 35 4 0 17 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 27 60 0 12 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection Zihan Liu Hanyi Wang Shilin Wang ViT 29 6 0 07 Nov 2022
Anisotropic multiresolution analyses for deepfake detection Wei Huang Michelangelo Valsecchi Michael Multerer AAML 26 5 0 26 Oct 2022
DEEPFAKE CLI: Accelerated Deepfake Detection using FPGAs Omkar Bhilare Rahul Singh V. Paranjape Sravan Chittupalli Shraddha Suratkar F. Kazi 36 1 0 26 Oct 2022
FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping Felix Rosberg E. Aksoy F. Alonso-Fernandez Cristofer Englund CVBM 31 27 0 19 Oct 2022
GGViT:Multistream Vision Transformer Network in Face2Face Facial Reenactment Detection Hao Wu Pei Wang Xin Wang Ji Xiang R. Gong ViT CVBM 26 7 0 12 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo A. Schwing CVBM 3DH 18 11 0 11 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 41 8 0 08 Oct 2022
Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition Yuxuan Shu Xiao Gu Guangyao Yang Benny Lo SSL 54 17 0 08 Oct 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 44 4 0 07 Oct 2022
Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection Sid Ahmed Fezza Mohammed Yasser Ouis Bachir Kaddar W. Hamidouche Abdenour Hadid 21 3 0 01 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 127 52 0 30 Sep 2022
StyleSwap: Style-Based Generator Empowers Robust Face Swapping Zhi-liang Xu Hang Zhou Zhibin Hong Ziwei Liu Jiaming Liu Zhizhi Guo Junyu Han Jingtuo Liu Errui Ding Jingdong Wang CVBM 39 77 0 27 Sep 2022
When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection Ying Xu Sule YAYILGAN YILDIRIM 23 2 0 27 Sep 2022
Totems: Physical Objects for Verifying Visual Integrity Jingwei Ma Lucy Chai Minyoung Huh Tongzhou Wang Ser-Nam Lim Phillip Isola Antonio Torralba 26 2 0 26 Sep 2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy VGen DiffM 32 35 0 22 Sep 2022
DeePhy: On Deepfake Phylogeny Kartik Narayan Harsh Agarwal K. Thakral S. Mittal Mayank Vatsa Richa Singh 16 14 0 19 Sep 2022
Talking Head from Speech Audio using a Pre-trained Image Generator M. M. Alghamdi He Wang A. Bulpitt David C. Hogg 75 21 0 09 Sep 2022
DepthFake: a depth-based strategy for detecting Deepfake videos Luca Maiano Lorenzo Papa Ketbjano Vocaj Irene Amerini 28 9 0 23 Aug 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 28 11 0 21 Aug 2022
StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3 Haonan Qiu Yuming Jiang Hang Zhou Wayne Wu Ziwei Liu CVBM 53 12 0 16 Aug 2022
Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks Christeena Jose CVBM 35 0 0 15 Aug 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 42 32 0 10 Aug 2022
Rewriting Geometric Rules of a GAN Sheng-Yu Wang David Bau Jun-Yan Zhu 40 35 0 28 Jul 2022
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features P. Saikia Dhwani Dholaria Priyanka Yadav Vaidehi M Patel Mohendra Roy 37 50 0 28 Jul 2022
Using Deep Learning to Detecting Deepfakes Jacob Mallet Rushit Dave Naeem Seliya Mounika Vanamala 30 18 0 27 Jul 2022
Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis Trisha Mittal Ritwik Sinha Viswanathan Swaminathan John Collomosse Tianyi Zhou 30 9 0 26 Jul 2022
Audio-driven Neural Gesture Reenactment with Video Motion Graphs Yang Zhou Jimei Yang Dingzeyu Li Jun Saito Deepali Aneja E. Kalogerakis DiffM SLR 42 20 0 23 Jul 2022
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Aakash Varma Nadimpalli A. Rattani 46 31 0 21 Jul 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition Feng Liu Minchul Kim Anil Jain Xiaoming Liu CVBM 25 38 0 20 Jul 2022
Exploring Disentangled Content Information for Face Forgery Detection Jiahao Liang Huafeng Shi Weihong Deng CVBM 44 38 0 19 Jul 2022
Visual Representations of Physiological Signals for Fake Video Detection Kalin Stefanov Bhawna Paliwal Abhinav Dhall 19 4 0 18 Jul 2022
Deepfake Video Detection with Spatiotemporal Dropout Transformer Daichi Zhang Fanzhao Lin Yingying Hua Pengju Wang Dan Zeng Shiming Ge ViT 25 38 0 14 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 21 10 0 08 Jul 2022
Deepfake Face Traceability with Disentangling Reversing Network Jiaxin Ai Zhongyuan Wang Baojin Huang Zhen Han CVBM PICV 24 2 0 08 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