v1v2 (latest)

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
Generated Graph DetectionInternational Conference on Machine Learning (ICML), 2023 Yi Ma Zhikun Zhang Ning Yu Xinlei He Michael Backes Yun Shen Yang Zhang 122 0 0 13 Jun 2023
NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection Yu Chen Yang Yu R. Ni Yao-Min Zhao Haoliang Li 187 4 0 12 Jun 2023
The Age of Synthetic Realities: Challenges and OpportunitiesAPSIPA Transactions on Signal and Information Processing (TASIP), 2023 J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 180 33 0 09 Jun 2023
Ownership Protection of Generative Adversarial Networks Hailong Hu Jun Pang AAML 236 1 0 08 Jun 2023
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Changhoon Kim Kyle Min Maitreya Patel Sheng Cheng Yezhou Yang WIGM 282 46 0 07 Jun 2023
Towards Robust GAN-generated Image Detection: a Multi-view Completion RepresentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Chi Liu Tianqing Zhu Sheng Shen Wanlei Zhou AAML 115 11 0 02 Jun 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake DetectionInternational Journal of Computer Vision (IJCV), 2023 Rui Shao Tianxing Wu Liqiang Nie Ziwei Liu 206 37 0 01 Jun 2023
Securing Deep Generative Models with Universal Adversarial Signature Yu Zeng Mo Zhou Yuan Xue Vishal M. Patel WIGM 139 15 0 25 May 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 434 45 0 23 May 2023
Towards generalizing deep-audio fake detection networks Konstantin Gasenzer Moritz Wolter 168 4 0 22 May 2023
Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic ToolsInformation Hiding and Multimedia Security Workshop (IH&MMSec), 2023 Brandon B. May K. Trapeznikov Shengbang Fang Matthew C. Stamm DiffM 127 5 0 09 May 2023
Putting People in Their Place: Affordance-Aware Human Insertion into ScenesComputer Vision and Pattern Recognition (CVPR), 2023 Sumith Kulal Tim Brooks A. Aiken Jiajun Wu Jimei Yang Jingwan Lu Alexei A. Efros Krishna Kumar Singh DiffM 160 56 0 27 Apr 2023
AVFace: Towards Detailed Audio-Visual 4D Face ReconstructionComputer Vision and Pattern Recognition (CVPR), 2023 Aggelina Chatziagapi Dimitris Samaras 3DH CVBM 143 5 0 25 Apr 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated ImagesNeural Information Processing Systems (NeurIPS), 2023 Zeyu Lu Di Huang Mengwei He Jingjing Qu Chengzhi Wu Xihui Liu Wanli Ouyang 209 90 0 25 Apr 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Anwei Luo Chen Kong Jiwu Huang Yongjian Hu Xiangui Kang Alex C. Kot AAML 165 73 0 24 Apr 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 288 22 0 24 Apr 2023
Evading DeepFake Detectors via Adversarial Statistical ConsistencyComputer Vision and Pattern Recognition (CVPR), 2023 Yang Hou Qing Guo Yihao Huang Xiaofei Xie Lei Ma Jianjun Zhao AAML 279 64 0 23 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2023 Minchul Kim Feng Liu Anil Jain Xiaoming Liu DiffM 209 156 0 14 Apr 2023
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics Shan Jia Mingzhen Huang Zhou Zhou Yan Ju Jialing Cai Siwei Lyu DiffM 208 44 0 14 Apr 2023
Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents Ehsan Nowroozi Yoosef Habibi Mauro Conti CVBM 162 3 0 06 Apr 2023
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images Roberto Amoroso Davide Morelli Marcella Cornia Lorenzo Baraldi Marco Bertini Rita Cucchiara DiffM 291 35 0 02 Apr 2023
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake DetectionIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 113 14 0 30 Mar 2023
Hierarchical Fine-Grained Image Forgery Detection and LocalizationComputer Vision and Pattern Recognition (CVPR), 2023 Xiao Guo Xiaohong Liu Zhiyuan Ren Steven A. Grosz I. Masi Xiaoming Liu 197 151 0 30 Mar 2023
Qualitative Failures of Image Generation Models and Their Application in Detecting DeepfakesImage and Vision Computing (IVC), 2023 Ali Borji 360 40 0 29 Mar 2023
Accelerated wind farm yaw and layout optimisation with multi-fidelity deep transfer learning wake modelsRenewable Energy (Renew. Energy), 2023 Sokratis J. Anagnostopoulos Jens Bauer M. Clare M. Piggott 96 12 0 28 Mar 2023
Sequential training of GANs against GAN-classifiers reveals correlated "knowledge gaps" present among independently trained GAN instancesComputer Vision and Pattern Recognition (CVPR), 2023 Arkanath Pathak Nick Dufour 101 1 0 27 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Pierre Fernandez Guillaume Couairon Edouard Grave Matthijs Douze Teddy Furon WIGM 243 281 0 27 Mar 2023
VADER: Video Alignment Differencing and RetrievalIEEE International Conference on Computer Vision (ICCV), 2023 Alexander Black Simon Jenni Tu Bui Md. Mehrab Tanjim Stefano Petrangeli Ritwik Sinha Viswanathan Swaminathan John Collomosse 188 4 0 23 Mar 2023
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage AnalysisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sergey Sinitsa Ohad Fried 168 26 0 19 Mar 2023
DIRE for Diffusion-Generated Image DetectionIEEE International Conference on Computer Vision (ICCV), 2023 Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 177 358 0 16 Mar 2023
Can Adversarial Examples Be Parsed to Reveal Victim Model Information?IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Yuguang Yao Jiancheng Liu Yifan Gong Xiaoming Liu Yanzhi Wang Xinyu Lin Sijia Liu AAML MLAU 222 1 0 13 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 162 8 0 03 Mar 2023
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors Jacob Piland A. Czajka Christopher Sweet AAML CVBM 133 0 0 01 Mar 2023
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models Luca Guarnera O. Giudice Sebastiano Battiato 177 34 0 01 Mar 2023
Feature Extraction Matters More: Universal Deepfake Disruption through Attacking Ensemble Feature Extractors Long Tang Dengpan Ye Zhenhao Lu Yunming Zhang Shengshan Hu Yue Xu Chuanxi Chen AAML 206 10 0 01 Mar 2023
Benchmarking Deepart Detection Yabin Wang Zhiwu Huang Xiaopeng Hong 173 13 0 28 Feb 2023
ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image DetectionInternational Conference on Information Photonics (ICIP), 2023 Md Awsafur Rahman Bishmoy Paul Najibul Haque Sarker Zaber Ibn Abdul Hakim S. Fattah 163 44 0 23 Feb 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection Chu Zhou Zizhe Jian Daochang Liu Chengbin Du Siqi Ma Surya Nepal Chang Xu 135 0 0 21 Feb 2023
Towards Universal Fake Image Detectors that Generalize Across Generative ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Utkarsh Ojha Yuheng Li Yong Jae Lee 301 396 0 20 Feb 2023
3D-aware Conditional Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2023 Kangle Deng Gengshan Yang Deva Ramanan Sitong Su 358 34 0 16 Feb 2023
Zero-shot Image-to-Image TranslationInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 266 550 0 06 Feb 2023
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera MetadataComputer Vision and Pattern Recognition (CVPR), 2023 Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 311 21 0 11 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Chao Feng Ziyang Chen Andrew Owens 204 107 0 04 Jan 2023
Hierarchical Forgery Classifier On Multi-modality Face Forgery CluesIEEE transactions on multimedia (IEEE TMM), 2022 Decheng Liu Zeyang Zheng Chunlei Peng Yukai Wang N. Wang Xinbo Gao CVBM 148 29 0 30 Dec 2022
Exploring Depth Information for Face Manipulation Detection Hao Wang Meiling Li Sheng Li Zhenxing Qian Xinpeng Zhang CVBM 117 1 0 29 Dec 2022
How Do Deepfakes Move? Motion Magnification for Deepfake Source DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 U. Ciftci Ilke Demir 124 14 0 28 Dec 2022
General GAN-generated image detection by data augmentation in fingerprint domainIEEE International Conference on Multimedia and Expo (ICME), 2022 Huaming Wang Jianwei Fei Yunshu Dai Lingyun Leng Zhihua Xia 155 7 0 27 Dec 2022
Structure-Guided Image Completion with Image-level and Object-level Semantic DiscriminatorsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haitian Zheng Zhe Lin Jingwan Lu Scott D. Cohen Eli Shechtman ... Jianming Zhang Qing Liu Yuqian Zhou Sohrab Amirghodsi Jiebo Luo DiffM 223 1 0 13 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake DetectionProceedings of the IEEE (Proc. IEEE), 2022 Junke Wang Zhenxin Li Chao Zhang Yue Yu Zuxuan Wu Larry S. Davis Yueping Jiang AAML 163 9 0 12 Dec 2022
Multi-Concept Customization of Text-to-Image DiffusionComputer Vision and Pattern Recognition (CVPR), 2022 Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 547 1,128 0 08 Dec 2022