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CASIA OpenIR
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Towards Prior Gap and Representation Gap for Long-tailed Recognition, Pattern Recognition 期刊论文
Pattern Recognition, 2023, 卷号: 133, 期号: 109012, 页码: 109012
作者:  Zhang Ming-Liang;  Zhang Xu-Yao;  Wang Chang;  Liu Cheng-Lin
Adobe PDF(2258Kb)  |  收藏  |  浏览/下载：122/30  |  提交时间：2024/04/03
Long-tailed learning  Prior gap  Representation gap  Image recognition  
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning 期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
作者:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1251Kb)  |  收藏  |  浏览/下载：179/41  |  提交时间：2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
Learning by Seeing More Classes 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:  Fei Zhu;  Xu-Yao Zhang;  Rui-Qi Wang;  Cheng-Lin Liu
Adobe PDF(2561Kb)  |  收藏  |  浏览/下载：169/51  |  提交时间：2023/09/12
Class augmentation  generalization  confidence estimation  open-environment learning  
Discriminative quadratic feature learning for handwritten Chinese character recognition 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 49, 期号: 1, 页码: 7-18
作者:  Zhou, Ming-Ke;  Zhang, Xu-Yao;  Yin, Fei;  Liu, Cheng-Lin
浏览  |  Adobe PDF(1397Kb)  |  收藏  |  浏览/下载：639/247  |  提交时间：2015/11/23
Handwritten Chinese Character Recognition  Discriminative Feature Learning  Quadratic Correlation  Dimensionality Promotion  Training Set Expansion  
MTC: A Fast and Robust Graph-Based Transductive Learning Method 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 1979-1991
作者:  Zhang, Yan-Ming;  Huang, Kaizhu;  Geng, Guang-Gang;  Liu, Cheng-Lin
浏览  |  Adobe PDF(3026Kb)  |  收藏  |  浏览/下载：328/54  |  提交时间：2015/10/13
Graph-based Method  Large-scale Manifold Learning  Semisupervised Learning (Ssl)  Transductive Learning (Tl)  
Writer Adaptation with Style Transfer Mapping 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 卷号: 35, 期号: 7, 页码: 1773-1787
作者:  Zhang, Xu-Yao;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：817/285  |  提交时间：2015/08/12
Writer Adaptation  Style Transfer Mapping  Handwriting Recognition