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CNN-generated images are surprisingly easy to spot... for now

Computer Vision and Pattern Recognition (CVPR), 2019

23 December 2019

Papers citing "CNN-generated images are surprisingly easy to spot... for now"

50 / 622 papers shown

Title
A Dataless FaceSwap Detection Approach Using Synthetic Images Anubhav Jain Nasir Memon Julian Togelius CVBM 172 7 0 05 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 243 11 0 01 Dec 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic TracesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 T. D. Nguyen Shengbang Fang Matthew C. Stamm 195 14 0 28 Nov 2022
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Tsu-Jui Fu Licheng Yu Ning Zhang Cheng-Yang Fu Jong-Chyi Su William Yang Wang Sean Bell VGen 366 41 0 23 Nov 2022
MINTIME: Multi-Identity Size-Invariant Video Deepfake DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 D. Coccomini Giorgos Kordopatis-Zilos Giuseppe Amato R. Caldelli Fabrizio Falchi Symeon Papadopoulos Claudio Gennaro 197 26 0 20 Nov 2022
Deepfake Detection: A Comprehensive Study from the Reliability PerspectiveACM Computing Surveys (ACM CSUR), 2022 Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 210 6 0 20 Nov 2022
GLFF: Global and Local Feature Fusion for AI-synthesized Image DetectionIEEE transactions on multimedia (IEEE TMM), 2022 Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 360 48 0 16 Nov 2022
Black-Box Attack against GAN-Generated Image Detector with Contrastive PerturbationEngineering applications of artificial intelligence (EAAI), 2022 Zijie Lou Gang Cao Ma Lin AAML 86 12 0 07 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video DetectionAsian Conference on Computer Vision (ACCV), 2022 Zihan Liu Hanyi Wang Shilin Wang ViT 144 9 0 07 Nov 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhekai Zhang Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 408 61 0 03 Nov 2022
On the detection of synthetic images generated by diffusion modelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 318 304 0 01 Nov 2022
Generative Negative Text Replay for Continual Vision-Language PretrainingEuropean Conference on Computer Vision (ECCV), 2022 Shipeng Yan Lanqing Hong Hang Xu Jianhua Han Tinne Tuytelaars Zhenguo Li Xuming He VLM CLL CLIP 151 23 0 31 Oct 2022
Few-shot Image Generation via Adaptation-Aware Kernel ModulationNeural Information Processing Systems (NeurIPS), 2022 Yunqing Zhao Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung 271 52 0 29 Oct 2022
Learning to Immunize Images for Tamper Localization and Self-RecoveryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qichao Ying Hang Zhou Zhenxing Qian Sheng Li Xinpeng Zhang AAML 140 26 0 28 Oct 2022
Exploring Spatial-Temporal Features for Deepfake Detection and Localization Haiwei Wu Jiantao Zhou Shile Zhang Jinyu Tian 152 7 0 28 Oct 2022
Anisotropic multiresolution analyses for deepfake detectionPattern Recognition (Pattern Recogn.), 2022 Wei Huang Michelangelo Valsecchi Michael Multerer AAML 128 7 0 26 Oct 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 297 134 0 26 Oct 2022
UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery DetectionEuropean Conference on Computer Vision (ECCV), 2022 Wanyi Zhuang Qi Chu Zhentao Tan Qiankun Liu Haojie Yuan Changtao Miao Zixiang Luo Nenghai Yu ViT CVBM 175 106 0 23 Oct 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated LearningIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Decheng Liu Zhan Dang Chunlei Peng Yu Zheng Shuang Li N. Wang Xinbo Gao FedML 224 53 0 18 Oct 2022
Deepfake Text Detection: Limitations and OpportunitiesIEEE Symposium on Security and Privacy (IEEE S&P), 2022 Jiameng Pu Zain Sarwar Sifat Muhammad Abdullah A. Rehman Yoonjin Kim P. Bhattacharya M. Javed Bimal Viswanath AAML 163 68 0 17 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation ModelsConference on Computer and Communications Security (CCS), 2022 Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 180 191 0 13 Oct 2022
Controllable Radiance Fields for Dynamic Face SynthesisInternational Conference on 3D Vision (3DV), 2022 Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 163 13 0 11 Oct 2022
Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting TexturesIEEE International Conference on Computer Vision (ICCV), 2022 Nannan Li Kevin J. Shih Bryan A. Plummer 172 9 0 04 Oct 2022
When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection Ying Xu Sule YAYILGAN YILDIRIM 137 3 0 27 Sep 2022
Totems: Physical Objects for Verifying Visual IntegrityEuropean Conference on Computer Vision (ECCV), 2022 Jingwei Ma Lucy Chai Minyoung Huh Tongzhou Wang Ser-Nam Lim Phillip Isola Antonio Torralba 114 5 0 26 Sep 2022
On the detection of morphing attacks generated by GANsBiometrics and Electronic Signatures (BES), 2022 Laurent Colbois S´ebastien Marcel CVBM 111 11 0 01 Sep 2022
Discovering Transferable Forensic Features for CNN-generated Images DetectionEuropean Conference on Computer Vision (ECCV), 2022 Keshigeyan Chandrasegaran Ngoc-Trung Tran Alexander Binder Ngai-Man Cheung AAML 180 33 0 24 Aug 2022
DF-Captcha: A Deepfake Captcha for Preventing Fake Calls Yisroel Mirsky 148 3 0 17 Aug 2022
Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks Christeena Jose CVBM 223 1 0 15 Aug 2022
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression EditingACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022 Jingbo Zhang Xiaoyu Li Bo Liu Can Wang Jing Liao 3DH CVBM 206 45 0 11 Aug 2022
Study of detecting behavioral signatures within DeepFake videos Qiaomu Miao Sinhwa Kang Stacy Marsella S. DiPaola Chao Wang Ari Shapiro 143 5 0 06 Aug 2022
Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation Lingzhi Zhang Connelly Barnes Kevin Wampler Sohrab Amirghodsi Eli Shechtman Zhe Lin Jianbo Shi 103 6 0 06 Aug 2022
Explicit Use of Fourier Spectrum in Generative Adversarial Networks Soroush Sheikh Gargar GAN OOD 118 2 0 02 Aug 2022
Rewriting Geometric Rules of a GANACM Transactions on Graphics (TOG), 2022 Sheng-Yu Wang David Bau Jun-Yan Zhu 151 39 0 28 Jul 2022
Image Generation Network for Covert Transmission in Online Social NetworkACM Multimedia (ACM MM), 2022 Zhengxin You Qichao Ying Sheng Li Zhenxing Qian Xinpeng Zhang DiffM 80 11 0 21 Jul 2022
Exploring Disentangled Content Information for Face Forgery DetectionEuropean Conference on Computer Vision (ECCV), 2022 Jiahao Liang Huafeng Shi Weihong Deng CVBM 267 58 0 19 Jul 2022
Deepfake Video Detection with Spatiotemporal Dropout TransformerACM Multimedia (ACM MM), 2022 Daichi Zhang Fanzhao Lin Yingying Hua Pengju Wang Dan Zeng Shiming Ge ViT 175 44 0 14 Jul 2022
Delving into Sequential Patches for Deepfake DetectionNeural Information Processing Systems (NeurIPS), 2022 Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 176 70 0 06 Jul 2022
RepMix: Representation Mixing for Robust Attribution of Synthesized ImagesEuropean Conference on Computer Vision (ECCV), 2022 Tu Bui Ning Yu John Collomosse 144 41 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 178 23 0 05 Jul 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou Hao Tang Gordon Wetzstein Leonidas Guibas Luc Van Gool Radu Timofte 292 24 0 29 Jun 2022
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 284 17 0 29 Jun 2022
SImProv: Scalable Image Provenance Framework for Robust Content Attribution Alexander Black Tu Bui Simon Jenni Zhifei Zhang Viswanathan Swaminanthan John Collomosse 123 0 0 28 Jun 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and EditingComputer Vision and Pattern Recognition (CVPR), 2022 Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 202 53 0 16 Jun 2022
RigNeRF: Fully Controllable Neural 3D PortraitsComputer Vision and Pattern Recognition (CVPR), 2022 ShahRukh Athar Zexiang Xu Kalyan Sunkavalli Eli Shechtman Zhixin Shu 3DH 213 152 0 13 Jun 2022
Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware PerturbationsInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Run Wang Zi-Shun Huang Zhikai Chen Li Liu Jing Chen Lina Wang AAML 157 69 0 01 Jun 2022
EAMM: One-Shot Emotional Talking Face via Audio-Based Emotion-Aware Motion ModelInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022 Xinya Ji Hang Zhou Kaisiyuan Wang Qianyi Wu Wayne Wu Feng Xu Xun Cao CVBM 348 202 0 30 May 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade FrameworkPLoS ONE (PLoS ONE), 2022 Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 112 17 0 30 May 2022
Misleading Deep-Fake Detection with GAN Fingerprints Vera Wesselkamp Konrad Rieck Dan Arp Erwin Quiring AAML 154 15 0 25 May 2022
Combining Contrastive and Supervised Learning for Video Super-Resolution DetectionKeldysh Institute Preprints (KIP), 2022 Viacheslav Meshchaninov Ivan Molodetskikh D. Vatolin 125 0 0 20 May 2022