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

23 December 2019

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

50 / 520 papers shown

Title
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning Yuntao Shou Tao Meng Wei Ai Nan Yin Keqin Li 34 30 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 21 1 0 07 Dec 2023
Diffusion Noise Feature: Accurate and Fast Generated Image Detection Yichi Zhang Xiaogang Xu DiffM 23 12 0 05 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 27 5 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 29 74 0 30 Nov 2023
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes Pavel Korshunov Haolin Chen Philip N. Garner S´ebastien Marcel CVBM 43 4 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 28 8 0 29 Nov 2023
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now Ayush Sarkar Hanlin Mai Amitabh Mahapatra Svetlana Lazebnik D. A. Forsyth Anand Bhattad GAN 29 34 0 28 Nov 2023
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection Nan Zhong Yiran Xu Sheng Li Zhenxing Qian Xinpeng Zhang 24 25 0 21 Nov 2023
Finding AI-Generated Faces in the Wild Gonzalo J. Aniano Porcile Jack Gindi Shivansh Mundra J. Verbus Hany Farid CVBM 28 6 0 14 Nov 2023
GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning Qinlin He Chunlei Peng Decheng Liu Nannan Wang Xinbo Gao 27 4 0 13 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 36 21 0 08 Nov 2023
Detecting Deepfakes Without Seeing Any Tal Reiss Bar Cavia Yedid Hoshen AAML 26 16 0 02 Nov 2023
Robust Identity Perceptual Watermark Against Deepfake Face Swapping Tianyi Wang Mengxiao Huang Harry Cheng Bin Ma Yinglong Wang AAML 29 9 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 41 9 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 78 22 0 26 Oct 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 32 53 0 23 Oct 2023
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis Luca Guarnera Salvatore Manganello Sebastiano Battiato 32 1 0 17 Oct 2023
Perceptual Artifacts Localization for Image Synthesis Tasks Lingzhi Zhang Zhengjie Xu Connelly Barnes Yuqian Zhou Qing Liu He Zhang Sohrab Amirghodsi Zhe-nan Lin Eli Shechtman Jianbo Shi DiffM 32 21 0 09 Oct 2023
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection Lei Zhang Hao Chen Shuangyan Hu Bin Zhu C. Lin Xi Wu Jinrong Hu Xin Wang 48 1 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 31 18 0 03 Oct 2023
Guided Frequency Loss for Image Restoration Bilel Benjdira Anas M. Ali Anis Koubaa 38 2 0 27 Sep 2023
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition D. Cozzolino Koki Nagano Lucas A. Thomaz A. Majumdar L. Verdoliva 15 4 0 21 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 10 21 0 20 Sep 2023
Controllable Dynamic Appearance for Neural 3D Portraits ShahRukh Athar Zhixin Shu Zexiang Xu Fujun Luan Sai Bi Kalyan Sunkavalli Dimitris Samaras 3DH CVBM 14 0 0 20 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 34 8 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 30 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 D. Song Ankur Taly Diyi Yang SILM 37 92 0 28 Aug 2023
Open Set Synthetic Image Source Attribution Shengbang Fang Tai D. Nguyen Matthew C. Stamm 24 8 0 22 Aug 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection Charles Guille-Escuret Pierre-Andre Noel Ioannis Mitliagkas David Vazquez João Monteiro OOD OODD 29 0 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 27 1 0 19 Aug 2023
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images Huixin Miao Yuanfang Guo Yun-an Wang 35 2 0 18 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 18 1 0 02 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 36 3 0 31 Jul 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 40 7 0 31 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 24 7 0 27 Jul 2023
Not with my name! Inferring artists' names of input strings employed by Diffusion Models R. Leotta O. Giudice Luca Guarnera Sebastiano Battiato DiffM 21 7 0 25 Jul 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement Xin Luo Yunan Zhu Shunxin Xu Dong Liu 28 11 0 22 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 30 7 0 20 Jul 2023
AltFreezing for More General Video Face Forgery Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 37 65 0 17 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 54 53 0 14 Jul 2023
Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications Peter Tu Zhaoyuan Yang Richard I. Hartley Zhiwei Xu Jing Zhang Yiwei Fu Dylan Campbell Jaskirat Singh Tianyu Wang DiffM 30 2 0 06 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 67 33 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 26 0 0 04 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Zhi Yan Yong Zhang Xinhang Yuan Siwei Lyu Baoyuan Wu ELM 30 66 0 04 Jul 2023
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces Fahad Shamshad K. Srivatsan Karthik Nandakumar AAML CVBM 24 6 0 22 Jun 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image Mingjian Zhu Hanting Chen Qiang Yan Xu Huang Guanyu Lin Wei Li Zhaopeng Tu Hailin Hu Jie Hu Yunhe Wang VLM 30 121 0 14 Jun 2023
Generated Graph Detection Y. Ma Zhikun Zhang Ning Yu Xinlei He Michael Backes Yun Shen Yang Zhang 16 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 34 2 0 12 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities 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 42 29 0 09 Jun 2023