Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection
Author:
Affiliation:
1. Beijing Jiaotong University,Institute of Information Science
2. School of Information Science and Engineering, Yanshan University
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10203037/10203050/10203908.pdf?arnumber=10203908
Reference49 articles.
1. Leveraging frequency analysis for deep fake image recognition;frank;International Conference on Machine Learning,0
2. Leveraging frequency analysis for deep fake image recognition;frank;International Conference on Machine Learning,0
3. Deep Residual Learning for Image Recognition
4. Generative adversarial nets;goodfellow;NIPS,2014
5. Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions
Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Artifact feature purification for cross-domain detection of AI-generated images;Computer Vision and Image Understanding;2024-10
2. Face Reconstruction-Based Generalized Deepfake Detection Model with Residual Outlook Attention;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-08-02
3. Video and Audio Deepfake Datasets and Open Issues in Deepfake Technology: Being Ahead of the Curve;Forensic Sciences;2024-07-13
4. X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
5. CTGAN in Augmentation of Radiomics Features Classification from Narrow Band Imaging for Laryngeal Cancer;2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA);2024-06-26
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3