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Special issue on advances in graph algorithm and applications 期刊论文
NEUROCOMPUTING, 2019, 卷号: 336, 页码: 1-2
Authors:  Liu, Zhi-Yong;  Huang, Kai-Zhu;  Yang, Xu;  Liu, Cheng-Lin
Favorite  |  View/Download:9/0  |  Submit date:2019/07/12
LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 88, 期号: 88, 页码: 272-284
Authors:  Xu, Ting-Bing;  Yang, Peipei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
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Deep network acceleration and compression  Architecture distillation  Lightweight network  
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 788-802
Authors:  Peng, Hanyang;  Liu, Cheng-Lin
Favorite  |  View/Download:6/0  |  Submit date:2019/07/12
Accelerated proximal gradient (APG)  extended hinge loss (HL)  feature selection  sparsity regularization  
Decision Controller for Object Tracking With Deep Reinforcement Learning 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 28069 - 28079
Authors:  Zhao Zhong;  Zichen Yang;  Weitao Feng;  Wei Wu;  Yangyang Hu;  Cheng-lin Liu
View  |  Adobe PDF(2984Kb)  |  Favorite  |  View/Download:264/100  |  Submit date:2019/04/30
Computer Vision  Deep Learning  Object Tracking  Reinforcement Learning  
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition 期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
Authors:  Jinpeng Li;  Shuang Qiu;  Yuan-Yuan Shen;  Cheng-Lin Liu;  Huiguang He
Adobe PDF(3564Kb)  |  Favorite  |  View/Download:95/65  |  Submit date:2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer Learning  
Data-Distortion Guided Self-Distillation for Deep Neural Networks 会议论文
, Hawaii, USA, 2019-01-27
Authors:  Xu, Ting-Bing;  Liu, Cheng-Lin
View  |  Adobe PDF(1299Kb)  |  Favorite  |  View/Download:18/1  |  Submit date:2019/11/11
Multi-Oriented and Multi-Lingual Scene Text Detection With Direct Regression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5406-5419
Authors:  He, Wenhao;  Zhang, Xu-Yao;  Yin, Fei;  Liu, Cheng-Lin
Favorite  |  View/Download:54/0  |  Submit date:2018/10/10
Fully Convolutional Network  Scene Text Detection  Multi-oriented  Multi-task  
Image-to-Markup Generation via Paired Adversarial Learning 会议论文
, Dublin, Ireland, 10-14
Authors:  Jin-Wen Wu;  Fei Yin;  Yan-Ming Zhang;  Xu-Yao Zhang;  Cheng-Lin Liu
Favorite  |  View/Download:78/0  |  Submit date:2018/10/13
Special issue on deep learning for document analysis and recognition 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2018, 卷号: 21, 期号: 3, 页码: 159-160
Authors:  Liu, Cheng-Lin;  Fink, Gernot A.;  Govindaraju, Venu;  Jin, Lianwen
Favorite  |  View/Download:28/0  |  Submit date:2018/10/10
Radiomics signature: A potential biomarker for the prediction of MGMT promoter methylation in glioblastoma 期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 卷号: 47, 期号: 5, 页码: 1380-1387
Authors:  Xi, Yi-bin;  Guo, Fan;  Xu, Zi-liang;  Li, Chen;  Wei, Wei;  Tian, Ping;  Liu, Ting-ting;  Liu, Lin;  Chen, Gang;  Ye, Jing;  Cheng, Guang;  Cui, Long-biao;  Zhang, Hong-juan;  Qin, Wei;  Yin, Hong
Favorite  |  View/Download:32/0  |  Submit date:2018/10/10
Magnetic Resonance Imaging  Glioblastoma  O-6-methylguanine-dna Methyltransferase  Radiomics  Support Vector Machines