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Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511
作者:  Yang, Zhiyong;  Xu, Qianqian;  Hou, Wenzheng;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Optimization  Training  Perturbation methods  Machine learning  Receivers  Machine learning algorithms  Linear programming  AUC Optimization  adversarial learning  machine learning  
Large Scale Visual Food Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9932-9949
作者:  Min, Weiqing;  Wang, Zhiling;  Liu, Yuxin;  Luo, Mengjiang;  Kang, Liping;  Wei, Xiaoming;  Wei, Xiaolin;  Jiang, Shuqiang
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Image recognition  Visualization  Task analysis  Benchmark testing  Representation learning  Training  Semantics  Food dataset  food recognition  large-scale datasets  fine-grained recognition  
General Greedy De-Bias Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805
作者:  Han, Xinzhe;  Wang, Shuhui;  Su, Chi;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Task analysis  Correlation  Training  Data models  Question answering (information retrieval)  Visualization  Image classification  Curriculum learning  dataset biases  greedy strategy  robust learning  
AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem? 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6695-6714
作者:  Ma, Jun;  Zhang, Yao;  Gu, Song;  Zhu, Cheng;  Ge, Cheng;  Zhang, Yichi;  An, Xingle;  Wang, Congcong;  Wang, Qiyuan;  Liu, Xin;  Cao, Shucheng;  Zhang, Qi;  Liu, Shangqing;  Wang, Yunpeng;  Li, Yuhui;  He, Jian;  Yang, Xiaoping
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Benchmark testing  Liver  Image segmentation  Biological systems  Pancreas  Computed tomography  Kidney  Multi-organ segmentation  generalization  semi-supervised learning  weakly supervised learning  continual learning  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2597-2609
作者:  Han, Hu;  Jain, Anil K.;  Wang, Fang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：75/0  |  提交时间：2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning