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CASIA OpenIR
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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
作者:  Peng, Hanyang;  Liu, Cheng-Lin
收藏  |  浏览/下载：219/0  |  提交时间：2019/07/12
Accelerated proximal gradient (APG)  extended hinge loss (HL)  feature selection  sparsity regularization  
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition 期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
作者:  Jinpeng Li;  Shuang Qiu;  Yuan-Yuan Shen;  Cheng-Lin Liu;  Huiguang He
Adobe PDF(3564Kb)  |  收藏  |  浏览/下载：761/351  |  提交时间：2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer Learning  
Special Issue of BICS 2016 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 282-283
作者:  Liu, Cheng-Lin;  Hussain, Amir;  Luo, Bin;  Tan, Kay Chen;  Zeng, Yi;  Zhang, Zhaoxiang
收藏  |  浏览/下载：206/0  |  提交时间：2018/08/08
Bics  Brain-inspired  Artificial Intelligence  Deep Neural Networks  
Traffic Sign Detection Using a Cascade Method With Fast Feature Extraction and Saliency Test 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 12, 页码: 3290-3302
作者:  Wang, Dongdong;  Hou, Xinwen;  Xu, Jiawei;  Yue, Shigang;  Liu, Cheng-Lin;  Cheng-Lin Liu
浏览  |  Adobe PDF(2774Kb)  |  收藏  |  浏览/下载：504/157  |  提交时间：2018/01/05
Traffic Sign Detection  Cascade System  Fast Feature Extraction  Saliency Test  
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：968/414  |  提交时间：2017/05/05
End-to-end  Long Short-term Memory (Lstm)  Online Handwriting  Recurrent Neural Network (Rnn)  Writer Identification  
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：309/67  |  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：478/181  |  提交时间：2015/10/13
Least Squares Regression (Lsr)  Multicategory Classification  Retargeting  
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：304/49  |  提交时间：2015/10/13
Graph-based Method  Large-scale Manifold Learning  Semisupervised Learning (Ssl)  Transductive Learning (Tl)  
A Saliency-Based Cascade Method for Fast Traffic Sign Detection 会议论文
2015 IEEE Intelligent Vehicles Symposium (IV), 韩国首尔, 2015-6-28-2015-7-1
作者:  Wang Dongdong;  Yue Shigang;  Xu Jiawei;  Hou Xinwen;  Liu Cheng-Lin
浏览  |  Adobe PDF(1898Kb)  |  收藏  |  浏览/下载：293/75  |  提交时间：2016/06/27
Traffic Sign Detection  Cascade  Neighbor Scale Awareness  
Task-Driven Feature Pooling for Image Classification 会议论文
ICCV, 智利，圣地亚哥, 2015-12
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Shu Xiangbo;  Yan Shuicheng;  Cheng-Lin Liu
浏览  |  Adobe PDF(1263Kb)  |  收藏  |  浏览/下载：318/76  |  提交时间：2016/07/14
Pooling  Cnn