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End-to-end online writer identification with recurrent neural network. 期刊论文
IEEE Trans. Human-Machine Systems, 2017, 卷号: 47, 期号: 2, 页码: 285-292
作者:  Xu-Yao Zhang,;  Guo-Sen Xie;  Cheng-Lin Liu;  Yoshua Bengio
收藏  |  浏览/下载：60/0  |  提交时间：2022/04/07
End-to-end , long short-term memory (LSTM) , online handwriting , recurrent neural network (RNN) , writer identification  
Leveraging balanced semantic embedding for generative zero-shot learning 期刊论文
IEEE Trans. Neural Networks and Learning Systems, 2021, 期号: 1, 页码: 1
作者:  Guo-Sen Xie;  Tian-Zhu Xiang;  Fang Zhao;  Xu-Yao Zhang;  Zheng Zhang;  Ling Shao;  Xuelong Li
收藏  |  浏览/下载：69/0  |  提交时间：2022/04/07
Accepted  
VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 期号: 1, 页码: 4316-4329
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yao, Yazhou;  Zhang, Zheng;  Zhao, Fang;  Shao, Ling
收藏  |  浏览/下载：214/0  |  提交时间：2021/06/07
Semantics  Training  Task analysis  Image reconstruction  Whales  Manifolds  Generative adversarial networks  Zero-shot learning  virtual sample generation  transductive  
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:  Xie, Guo-Sen;  Zhang, Zheng;  Liu, Li;  Zhu, Fan;  Zhang, Xu-Yao;  Shao, Ling;  Li, Xuelong
收藏  |  浏览/下载：173/0  |  提交时间：2021/01/07
Training  Task analysis  Learning systems  Computational modeling  Optimization  Support vector machines  Principal component analysis  Feature learning  feature selection  least squares  subspace learning  
From Class-Specific to Class-Mixture: Cascaded Feature Representations via Restricted Boltzmann Machine Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 69393-69406
作者:  Xie, Guo-Sen;  Jin, Xiao-Bo;  Zhang, Xu-Yao;  Zang, Shao-Fei;  Yang, Chunlei;  Wang, Zhiheng;  Pu, Jiexin
收藏  |  浏览/下载：194/0  |  提交时间：2019/07/12
Feature extraction  class-specific  RBM  feature learning  
Video super-resolution based on spatial-temporal recurrent residual networks 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2018, 卷号: 168, 页码: 79-92
作者:  Yang, Wenhan;  Feng, Jiashi;  Xie, Guosen;  Liu, Jiaying;  Guo, Zongming;  Yan, Shuicheng
收藏  |  浏览/下载：191/0  |  提交时间：2018/10/10
Spatial Residue  Temporal Residue  Video Super-resolution  Inter-frame Motion Context  Intra-frame Redundancy  
LG-CNN: From local parts to global discrimination for fine-grained recognition 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 71, 期号: 71, 页码: 118-131
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yang, Wenhan;  Xu, Mingliang;  Yan, Shuicheng;  Liu, Cheng-Lin
Adobe PDF(2717Kb)  |  收藏  |  浏览/下载：642/267  |  提交时间：2018/01/16
Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
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：304/67  |  提交时间：2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
End-to-End Online Writer Identification With Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2017, 卷号: 47, 期号: 2, 页码: 285-292
作者:  Zhang, Xu-Yao;  Xie, Guo-Sen;  Liu, Cheng-Lin;  Bengio, Yoshua
Adobe PDF(1185Kb)  |  收藏  |  浏览/下载：941/406  |  提交时间：2017/05/05
End-to-end  Long Short-term Memory (Lstm)  Online Handwriting  Recurrent Neural Network (Rnn)  Writer Identification  
Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction 会议论文
Procceding of IJCNN 2014, 北京, 2014
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Zhang, Yan-Ming;  Liu, Cheng-Lin
浏览  |  Adobe PDF(494Kb)  |  收藏  |  浏览/下载：250/91  |  提交时间：2016/07/14
Rbm