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
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Mushfiqur Rahman Runze Liu Chau-Wai Wong Huaiyu Dai 232 2 0 13 Dec 2023
GenDet: Towards Good Generalizations for AI-Generated Image Detection Mingjian Zhu Hanting Chen Mouxiao Huang Wei Li Hailin Hu Jie Hu Yunhe Wang 160 31 0 12 Dec 2023
A Representative Study on Human Detection of Artificially Generated Media Across Countries Joel Frank Franziska Herbert Jonas Ricker Lea Schonherr Thorsten Eisenhofer Asja Fischer Markus Dürmuth Thorsten Holz 213 27 0 10 Dec 2023
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning Yuntao Shou Tao Meng Wei Ai Fangze Fu Nan Yin Keqin Li 281 36 0 10 Dec 2023
DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection Chunlei Peng Huiqing Guo Decheng Liu Nannan Wang Ruimin Hu Xinbo Gao CVBM 147 5 0 07 Dec 2023
Diffusion Noise Feature: Accurate and Fast Generated Image Detection Yichi Zhang Xiaogang Xu DiffM 306 20 0 05 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling NetworkNeural Information Processing Systems (NeurIPS), 2023 Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 232 7 0 03 Dec 2023
Raising the Bar of AI-generated Image Detection with CLIP D. Cozzolino Giovanni Poggi Riccardo Corvi Matthias Nießner L. Verdoliva VLM 267 128 0 30 Nov 2023
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes Pavel Korshunov Haolin Chen Philip N. Garner S´ebastien Marcel CVBM 185 11 0 29 Nov 2023
Rethinking Image Editing Detection in the Era of Generative AI Revolution Zhihao Sun Haipeng Fang Xinying Zhao Danding Wang Juan Cao 230 14 0 29 Nov 2023
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for nowComputer Vision and Pattern Recognition (CVPR), 2023 Ayush Sarkar Hanlin Mai Amitabh Mahapatra Svetlana Lazebnik D. A. Forsyth Anand Bhattad GAN 187 51 0 28 Nov 2023
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection Nan Zhong Yiran Xu Sheng Li Zhenxing Qian Xinpeng Zhang 270 69 0 21 Nov 2023
Finding AI-Generated Faces in the Wild Gonzalo J. Aniano Porcile Jack Gindi Shivansh Mundra J. Verbus Hany Farid CVBM 202 13 0 14 Nov 2023
GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency LearningNeural Networks (Neural Netw.), 2023 Qinlin He Chunlei Peng Decheng Liu Nannan Wang Xinbo Gao 205 15 0 13 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 257 36 0 08 Nov 2023
Detecting Deepfakes Without Seeing Any Tal Reiss Bar Cavia Yedid Hoshen AAML 223 25 0 02 Nov 2023
Detecting Generated Images by Real Images Only Xiuli Bi Bo Liu Fan Yang Bin Xiao Weisheng Li Gao Huang P. Cosman 259 17 0 02 Nov 2023
Robust Identity Perceptual Watermark Against Deepfake Face Swapping Tianyi Wang Mengxiao Huang Harry Cheng Bin Ma Yinglong Wang AAML 318 22 0 02 Nov 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 309 47 0 26 Oct 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 182 74 0 23 Oct 2023
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level AnalysisElectronic imaging (EI), 2023 Luca Guarnera Salvatore Manganello Sebastiano Battiato 211 1 0 17 Oct 2023
Perceptual Artifacts Localization for Image Synthesis TasksIEEE International Conference on Computer Vision (ICCV), 2023 Lingzhi Zhang Zhengjie Xu Connelly Barnes Yuqian Zhou Qing Liu Chentao Song Sohrab Amirghodsi Zhe Lin Eli Shechtman Jianbo Shi DiffM 193 36 0 09 Oct 2023
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image DetectionIEEE International Joint Conference on Neural Network (IJCNN), 2023 Lei Zhang Hao Chen Shuangyan Hu Bin Zhu Ziming Mao Xi Wu Jinrong Hu Xin Wang 211 7 0 07 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 359 26 0 03 Oct 2023
Guided Frequency Loss for Image Restoration Bilel Benjdira Anas M. Ali Anis Koubaa 160 2 0 27 Sep 2023
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student CompetitionIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2023 D. Cozzolino Koki Nagano Lucas A. Thomaz A. Majumdar L. Verdoliva 201 5 0 21 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake AttributionIEEE International Conference on Computer Vision (ICCV), 2023 Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 201 35 0 20 Sep 2023
Controllable Dynamic Appearance for Neural 3D PortraitsInternational Conference on 3D Vision (3DV), 2023 ShahRukh Athar Zhixin Shu Zexiang Xu Fujun Luan Sai Bi Kalyan Sunkavalli Dimitris Samaras 3DH CVBM 126 0 0 20 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal ManipulationInternational Journal of Computer Vision (IJCV), 2023 Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 118 17 0 18 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 145 2 0 09 Sep 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams Basel Alomair Ankur Taly Diyi Yang SILM 293 119 0 28 Aug 2023
Open Set Synthetic Image Source AttributionBritish Machine Vision Conference (BMVC), 2023 Shengbang Fang Tai D. Nguyen Matthew C. Stamm 89 9 0 22 Aug 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution DetectionNeural Information Processing Systems (NeurIPS), 2023 Charles Guille-Escuret Pierre-Andre Noel Ioannis Mitliagkas David Vazquez João Monteiro OOD OODD 117 2 0 22 Aug 2023
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou CVBM AAML 120 2 0 19 Aug 2023
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images Huixin Miao Yuanfang Guo Yun-an Wang 173 2 0 18 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated FacesIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 194 3 0 02 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and OutlookInternational Journal of Computer Vision (IJCV), 2023 Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 199 10 0 31 Jul 2023
DRAW: Defending Camera-shooted RAW against Image ManipulationIEEE International Conference on Computer Vision (ICCV), 2023 Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 201 10 0 31 Jul 2023
Self-Supervised Graph Transformer for Deepfake DetectionIEEE Access (IEEE Access), 2023 Aminollah Khormali Ji Yuan ViT 181 22 0 27 Jul 2023
Not with my name! Inferring artists' names of input strings employed by Diffusion ModelsInternational Conference on Image Analysis and Processing (ICIAP), 2023 R. Leotta O. Giudice Luca Guarnera Sebastiano Battiato DiffM 153 8 0 25 Jul 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality ImprovementIEEE International Conference on Computer Vision (ICCV), 2023 Xin Luo Yunan Zhu Shunxin Xu Dong Liu 210 13 0 22 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching DetectionACM Multimedia (ACM MM), 2023 Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 164 13 0 20 Jul 2023
AltFreezing for More General Video Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 190 101 0 17 Jul 2023
TALL: Thumbnail Layout for Deepfake Video DetectionIEEE International Conference on Computer Vision (ICCV), 2023 Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 243 99 0 14 Jul 2023
Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications Peter Tu Zhaoyuan Yang Leonid Sigal Zhiwei Xu Jing Zhang Yiwei Fu Dylan Campbell Jaskirat Singh Tianyu Wang DiffM 395 2 0 06 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 473 51 0 05 Jul 2023
AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao Keshigeyan Chandrasegaran Abdollahzadeh Milad Chao Du Tianyu Pang Ruoteng Li Henghui Ding Ngai-Man Cheung 359 1 0 04 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake DetectionNeural Information Processing Systems (NeurIPS), 2023 Zhi Yan Yong Zhang Xinhang Yuan Siwei Lyu Baoyuan Wu ELM 238 146 0 04 Jul 2023
Evading Forensic Classifiers with Attribute-Conditioned Adversarial FacesComputer Vision and Pattern Recognition (CVPR), 2023 Fahad Shamshad K. Srivatsan Karthik Nandakumar AAML CVBM 178 9 0 22 Jun 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated ImageNeural Information Processing Systems (NeurIPS), 2023 Mingjian Zhu Hanting Chen Qiang Yan Xu Huang Guanyu Lin Wei Li Zhaopeng Tu Hailin Hu Jie Hu Yunhe Wang VLM 203 233 0 14 Jun 2023