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Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
浏览  |  Adobe PDF(4352Kb)  |  收藏  |  浏览/下载：284/64  |  提交时间：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
Handwritten Mathematical Expression Recognition via Paired Adversarial Learning 期刊论文
International Journal of Computer Vision, 2020, 卷号: 128, 期号: 128, 页码: 2386-2401
作者:  Jin-Wen Wu;  Fei Yin;  Yan-Ming Zhang;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1941Kb)  |  收藏  |  浏览/下载：356/89  |  提交时间：2020/10/20
Handwritten ME recognition  Paired adversarial learning  Semantic-invariant features  Convolutional decoder  Coverage of decoding  
MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition 期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 107555, 页码: 11
作者:  Chen, Zhuo;  Yin, Fei;  Zhang, Xu-Yao;  Yang, Qing;  Liu, Cheng-Lin
Adobe PDF(2483Kb)  |  收藏  |  浏览/下载：203/59  |  提交时间：2020/10/20
MuLTReNets  auto-weighter  Separable MDLSTM  multilingual handwritten text recognition  multi-task learning  
A benchmark for unconstrained online handwritten Uyghur word recognition 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020, 页码: 14
作者:  Simayi, Wujiahemaiti;  Ibrahim, Mayire;  Zhang, Xu-Yao;  Liu, Cheng-Lin;  Hamdulla, Askar
收藏  |  浏览/下载：150/0  |  提交时间：2020/08/31
Online handwriting recognition  Uyghur alphabet  Database  Out-of-vocabulary words  Recurrent neural network  1D Convolution  
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
作者:  Li, Jinpeng;  Qiu, Shuang;  Shen, Yuan-Yuan;  Liu, Cheng-Lin;  He, Huiguang
收藏  |  浏览/下载：293/0  |  提交时间：2020/08/03
Brain modeling  Electroencephalography  Emotion recognition  Data models  Training  Calibration  Training data  Brain-computer interface  emotion recognition  transfer learning (TL)  
Towards Robust Pattern Recognition: A Review 期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 6, 页码: 894-922
作者:  Zhang, Xu-Yao;  Liu, Cheng-Lin;  Suen, Ching Y.
收藏  |  浏览/下载：148/0  |  提交时间：2020/08/03
Pattern recognition  Robustness  Task analysis  Neural networks  Distributed control  Big Data  Machine intelligence  Clean and big data  closed world  independent and identically distributed  robust pattern recognition  
Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis 期刊论文
COGNITIVE COMPUTATION, 2020, 页码: 2
作者:  Ren, Jinchang;  Hussain, Amir;  Zheng, Jiangbin;  Liu, Cheng-Lin;  Luo, Bin
收藏  |  浏览/下载：142/0  |  提交时间：2020/08/03
Multi-branch guided attention network for irregular text recognition 期刊论文
Neurocomputing, 2020, 卷号: 425, 期号: 0, 页码: 0
作者:  Wang, Cong;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2370Kb)  |  收藏  |  浏览/下载：225/59  |  提交时间：2020/07/16
Irregular text recognition, Mutual guidance, Multi-branch guided attention network (MBAN)  
Special issue on "Applications of graph-based techniques to pattern recognition" 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 134, 页码: 1-2
作者:  Foggia, Pasquale;  Vento, Mario;  Liu, Cheng-Lin
收藏  |  浏览/下载：152/0  |  提交时间：2020/07/06
Online semi-supervised learning with learning vector quantization 期刊论文
NEUROCOMPUTING, 2020, 卷号: 399, 页码: 467-478
作者:  Shen, Yuan-Yuan;  Zhang, Yan-Ming;  Zhang, Xu-Yao;  Liu, Cheng-Lin
收藏  |  浏览/下载：218/0  |  提交时间：2020/06/22
Online learning  Semi-supervised classification  Learning vector quantization  Gaussian mixture distribution  Neural gas