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Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass  
Dual Compensation Residual Networks for Class Imbalanced Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11733-11752
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Class imbalance learning  class-incremental learning  residual path  
Meta Auxiliary Learning for Facial Action Unit Detection 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 2526-2538
作者:  Li, Yong;  Shan, Shiguang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Facial action unit detection  auxiliary learning  meta learning  
Person Search by a Bi-Directional Task-Consistent Learning Model 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 1190-1203
作者:  Wang, Cheng;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Task analysis  Detectors  Training  Robustness  Proposals  Feature extraction  Cameras  Deep neural networks  Person search  
A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Kang, Nan;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Training  Tail  Task analysis  Head  Visualization  Feature extraction  Data models  Classifier design  contrastive learning  long-tailed recognition  normalization  
Personalized Convolution for Face Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 19
作者:  Han, Chunrui;  Shan, Shiguang;  Kan, Meina;  Wu, Shuzhe;  Chen, Xilin
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Face recognition  Personalized convolution  Personalized kernel  
Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 138-151
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
Faces  Feature extraction  Testing  Face recognition  Databases  Training  Task analysis  Face anti-spoofing  face presentation attack detection  domain generalization  meta-learning  distribution alignment  deep learning  
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  
Deep video code for efficient face video retrieval 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 113, 页码: 11
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Face video retrieval  Temporal feature pooling  Bounded triplet loss  Deep video code  Hash 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