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CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 144-158
作者:  Yu, Shikang;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Cross-modality synthesis  semi-supervised synthesis  cross-modality face recognition  generative adversarial networks  
Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 115, 页码: 13
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:39/0  |  提交时间:2021/12/01
Face anti-spoofing  Face presentation attack detection  Domain adaptation  Deep learning  
Image style disentangling for instance-level facial attribute transfer 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2021, 卷号: 207, 页码: 10
作者:  Guo, Xuyang;  Kan, Meina;  He, Zhenliang;  Song, Xingguang;  Shan, Shiguang
收藏  |  浏览/下载:33/0  |  提交时间:2021/12/01
Instance-level facial attribute transfer  Image to image translation  Generative adversarial network  Weakly supervised style learning  
Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 56-69
作者:  Wang, Guoqing;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:267/0  |  提交时间:2020/12/10
Face  Feature extraction  Testing  Adaptation models  Databases  Deep learning  Three-dimensional displays  Face presentation attack detection  face liveness detection  face anti-spoofing  adversarial domain adaptation  metric learning  disentangled representation  
Multiset Feature Learning for Highly Imbalanced Data Classification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 1, 页码: 139-156
作者:  Jing, Xiao-Yuan;  Zhang, Xinyu;  Zhu, Xiaoke;  Wu, Fei;  You, Xinge;  Gao, Yang;  Shan, Shiguang;  Yang, Jing-Yu
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
Highly imbalanced data classification  multiset feature learning  deep metric learning  generative adversarial network  cost-sensitive factor  weighted uncorrelated constraint  
Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 2, 页码: 12
作者:  Mao, Fengling;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:26/0  |  提交时间:2021/12/01
generative adversarial network (GAN)  text-to-image synthesis  knowledge distillation  
AttGAN: Facial Attribute Editing by Only Changing What You Want 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 11, 页码: 5464-5478
作者:  He, Zhenliang;  Zuo, Wangmeng;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:282/0  |  提交时间:2019/12/10
Facial attribute editing  attribute style manipulation  adversarial learning