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

Title
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 348 203 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 162 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 133 0 0 20 May 2022
A Continual Deepfake Detection Benchmark: Dataset, Methods, and EssentialsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Chuqiao Li Zhiwu Huang D. Paudel Yabin Wang Mohamad Shahbazi Xiaopeng Hong Luc Van Gool 334 67 0 11 May 2022
Reduce Information Loss in Transformers for Pluralistic Image InpaintingComputer Vision and Pattern Recognition (CVPR), 2022 Qiankun Liu Zhentao Tan Dongdong Chen Qi Chu Xiyang Dai Yinpeng Chen Xiyang Dai Lu Yuan Nenghai Yu ViT 153 83 0 10 May 2022
A Closer Look at Few-shot Image GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung 236 87 0 08 May 2022
Restricted Black-box Adversarial Attack Against DeepFake Face SwappingIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Junhao Dong Yuan Wang Jianhuang Lai Xiaohua Xie PICV AAML 180 68 0 26 Apr 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 253 28 0 26 Apr 2022
ChildPredictor: A Child Face Prediction Framework with Disentangled LearningIEEE transactions on multimedia (IEEE TMM), 2022 Yuzhi Zhao L. Po Xuehui Wang Qiong Yan Wei Shen ... C. Wong Chiu-Sing Pang Weifeng Ou Weikang Yu Buhua Liu CVBM 198 9 0 21 Apr 2022
Any-resolution Training for High-resolution Image SynthesisEuropean Conference on Computer Vision (ECCV), 2022 Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 197 81 0 14 Apr 2022
Few-shot Forgery Detection via Guided Adversarial InterpolationPattern Recognition (Pattern Recogn.), 2022 Haonan Qiu Siyu Chen Bei Gan Kunze Wang Huafeng Shi Jing Shao Ziwei Liu AAML 171 7 0 12 Apr 2022
On the Exploitation of Deepfake Model Recognition Luca Guarnera O. Giudice Matthias Niessner Sebastiano Battiato 93 25 0 09 Apr 2022
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes Paarth Neekhara Shehzeen Samarah Hussain Xinqiao Zhang Ke Huang Julian McAuley F. Koushanfar AAML 170 30 0 05 Apr 2022
Perception Prioritized Training of Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Jooyoung Choi Jungbeom Lee Chaehun Shin Sungwon Kim Hyunwoo J. Kim Sung-Hoon Yoon DiffM 261 320 0 01 Apr 2022
StyleFool: Fooling Video Classification Systems via Style TransferIEEE Symposium on Security and Privacy (IEEE S&P), 2022 Yu Cao Xi Xiao Ruoxi Sun Derui Wang Minhui Xue Sheng Wen AAML 452 29 0 30 Mar 2022
High-resolution Face Swapping via Latent Semantics DisentanglementComputer Vision and Pattern Recognition (CVPR), 2022 Yangyang Xu Bailin Deng Junle Wang Yanqing Jing Jianxiong Pan Shengfeng He CVBM PICV 166 97 0 30 Mar 2022
Proactive Image Manipulation DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Vishal Asnani Xi Yin Tal Hassner Sijia Liu Xiaoming Liu 268 52 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative ModelComputer Vision and Pattern Recognition (CVPR), 2022 Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 140 107 0 28 Mar 2022
Adaptive Frequency Learning in Two-branch Face Forgery Detection Neng Wang Yang Bai Kun Yu Yong Jiang Shutao Xia Yan Wang CVBM 104 1 0 27 Mar 2022
Fusing Global and Local Features for Generalized AI-Synthesized Image DetectionInternational Conference on Information Photonics (ICIP), 2022 Yan Ju Shan Jia Lipeng Ke Hongfei Xue Koki Nagano Siwei Lyu 244 100 0 26 Mar 2022
Spatially Multi-conditional Image GenerationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Ritika Chakraborty Nikola Popovic D. Paudel Thomas Probst Luc Van Gool 160 1 0 25 Mar 2022
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attackIEEE Transactions on Dependable and Secure Computing (TDSC), 2022 Chi Liu Huajie Chen Tianqing Zhu Jun Zhang Wanlei Zhou AAML 132 35 0 22 Mar 2022
Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic ImagesInternational Conference on Image Analysis and Processing (ICIAP), 2022 Luca Guarnera O. Giudice Sebastiano Battiato 150 8 0 18 Mar 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 117 0 0 18 Mar 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 147 13 0 15 Mar 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNsInternational Conference on Information Photonics (ICIP), 2022 S. Mandelli Nicolo Bonettini Paolo Bestagini Stefano Tubaro 161 73 0 04 Mar 2022
HDNet: High-resolution Dual-domain Learning for Spectral Compressive ImagingComputer Vision and Pattern Recognition (CVPR), 2022 Xiaowan Hu Yuanhao Cai Jing Lin Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 154 197 0 04 Mar 2022
Protecting Celebrities from DeepFake with Identity Consistency TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Xiaoyi Dong Jianmin Bao Dongdong Chen Ting Zhang Weiming Zhang Nenghai Yu Dong Chen Fang Wen B. Guo ViT 242 157 0 02 Mar 2022
Self-supervised Transformer for Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Weiming Zhang Nenghai Yu ViT 172 41 0 02 Mar 2022
Deepfake Network Architecture AttributionAAAI Conference on Artificial Intelligence (AAAI), 2022 Tianyun Yang Ziyao Huang Juan Cao Lei Li Xirong Li 200 64 0 28 Feb 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2022 Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 209 217 0 21 Feb 2022
Attributable-Watermarking of Speech Generative ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yongbaek Cho Changhoon Kim Yezhou Yang Yi Ren 157 10 0 17 Feb 2022
GAN-generated Faces Detection: A Survey and New PerspectivesEuropean Conference on Artificial Intelligence (ECAI), 2022 Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 319 79 0 15 Feb 2022
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 261 81 0 12 Feb 2022
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint EnsemblesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Ashish Hooda Neal Mangaokar Ryan Feng Kassem Fawaz S. Jha Atul Prakash 231 15 0 11 Feb 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level PerturbationsAAAI Conference on Artificial Intelligence (AAAI), 2022 Yonghyun Jeong Doyeon Kim Youngmin Ro Jongwon Choi AAML 296 132 0 07 Feb 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2022 A. Haliassos Rodrigo Mira Stavros Petridis Maja Pantic CVBM 312 168 0 18 Jan 2022
Towards Universal GAN Image DetectionVisual Communications and Image Processing (VCIP), 2021 D. Cozzolino Diego Gragnaniello Giovanni Poggi L. Verdoliva 197 33 0 23 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry GenerationComputer Vision and Pattern Recognition (CVPR), 2021 Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 301 380 0 21 Dec 2021
Watch Those Words: Video Falsification Detection Using Word-Conditioned Facial MotionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 S. Agarwal Liwen Hu Evonne Ng Trevor Darrell Hao Li Anna Rohrbach AAML 183 24 0 21 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 370 107 0 16 Dec 2021
Forensic Analysis of Synthetically Generated Western Blot Images S. Mandelli D. Cozzolino E. D. Cannas J. P. Cardenuto Daniel Moreira ... Walter J. Scheirer Anderson de Rezende Rocha L. Verdoliva Stefano Tubaro Edward J. Delp 217 25 0 16 Dec 2021
Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images B. Le Simon S. Woo CVBM 103 17 0 15 Dec 2021
Hallucinating Pose-Compatible Scenes Tim Brooks Alexei A. Efros 3DH 169 16 0 13 Dec 2021
HairCLIP: Design Your Hair by Text and Reference Image Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Zhentao Tan Lu Yuan Weiming Zhang Nenghai Yu CLIP 192 129 0 09 Dec 2021
Multimodal Conditional Image Synthesis with Product-of-Experts GANs Xun Huang Arun Mallya Ting-Chun Wang Xuan Li DiffM 232 102 0 09 Dec 2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 200 45 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 356 310 0 30 Nov 2021
Layered Controllable Video Generation Jiahui Huang Yuhe Jin K. M. Yi Leonid Sigal VGen 310 12 0 24 Nov 2021