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Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 6083-6097
作者:  Yu, Zhipeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：6/0  |  提交时间：2024/12/06
Metric learning  noisy label  deep learning  deep learning  pair- wise loss  pair- wise loss  pair- wise loss  pair- wise loss  positive-pair selection  positive-pair selection  
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：280/0  |  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：49/0  |  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