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CASIA OpenIR
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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：118/37  |  提交时间：2023/09/12
Class augmentation  generalization  confidence estimation  open-environment learning  
Class-Incremental Learning via Dual Augmentation 会议论文
, Virtual, Dec 6-14, 2021
作者:  Zhu Fei (朱飞);  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：135/57  |  提交时间：2023/09/12
F-mixup: Attack CNNs from Fourier perspective 会议论文
, Milan, Italy, January 10-15, 2021
作者:  Xiu-Chuan Li;  Xu-Yao Zhang;  Fei Yin;  Cheng-Lin Liu
Adobe PDF(2414Kb)  |  收藏  |  浏览/下载：106/18  |  提交时间：2022/04/07
Drawing and Recognizing Chinese Characters with Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 849-862
作者:  Zhang, Xu-Yao;  Yin, Fei;  Zhang, Yan-Ming;  Liu, Cheng-Lin;  Bengio, Yoshua
浏览  |  Adobe PDF(824Kb)  |  收藏  |  浏览/下载：587/258  |  提交时间：2017/09/16
Recurrent Neural Network  Lstm  Gru  Discriminative Model  Generative Model  Handwriting  
Anomaly Detection via Minimum Likelihood Generative Adversarial Networks 会议论文
, Bei Jing, 2018
作者:  Wang Chu;  Yan-Ming Zhang;  Cheng-Lin Liu
浏览  |  Adobe PDF(767Kb)  |  收藏  |  浏览/下载：390/175  |  提交时间：2018/08/29
Enhancement of Low Light Level Images with Regression Methods 会议论文
, Hong Kong, China, 2017.5.19-2017.5.22
作者:  Yang J(杨杰);  Jiang XW(蒋心为);  Pan CH(潘春洪);  Liu CL(刘成林)
浏览  |  Adobe PDF(506Kb)  |  收藏  |  浏览/下载：455/206  |  提交时间：2017/06/06
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 6, 页码: 1263-1274
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yan, Shuicheng;  Liu, Cheng-Lin
浏览  |  Adobe PDF(5307Kb)  |  收藏  |  浏览/下载：512/162  |  提交时间：2016/07/14
Convolutional Neural Networks (Cnns)  Dictionary  Domain ADaptation (Da)  Fisher Vector  Part Learning  Scene Recognition  
Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 61, 期号: 61, 页码: 348-360
作者:  Zhang, Xu-Yao;  Bengio, Yoshua;  Liu, Cheng-Lin
浏览  |  Adobe PDF(1637Kb)  |  收藏  |  浏览/下载：651/269  |  提交时间：2016/10/27
Handwriting Recognition  Chinese Characters  Online  Offline  Directional Feature Map  Convolutional Neural Network  Adaptation  
SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
作者:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
浏览  |  Adobe PDF(5169Kb)  |  收藏  |  浏览/下载：307/67  |  提交时间：2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
Retargeted Least Squares Regression Algorithm 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2206-2213
作者:  Zhang, Xu-Yao;  Wang, Lingfeng;  Xiang, Shiming;  Liu, Cheng-Lin
浏览  |  Adobe PDF(1260Kb)  |  收藏  |  浏览/下载：477/180  |  提交时间：2015/10/13
Least Squares Regression (Lsr)  Multicategory Classification  Retargeting