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Non model-based bioluminescence tomography using a machine-learning reconstruction strategy 期刊论文
Optica, 2018, 卷号: 5, 期号: 11, 页码: 1451-1454
Authors:  Gao, Yuan;  Wang, Kun;  An, Yu;  Jiang, Shixin;  Meng, Hui;  Tian, Jie
View  |  Adobe PDF(708Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2019/04/29
Light  Regularization  Registration  Information  Algorithm  Accuracy  
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 985-997
Authors:  Yi, Jiangyan;  Wen, Zhengqi;  Tao, Jianhua;  Ni, Hao;  Liu, Bin;  Wen ZQ(温正棋)
View  |  Adobe PDF(1416Kb)  |  Favorite  |  View/Download:125/33  |  Submit date:2018/01/04
Multi-accent  Mandarin Speech Recognition  Lstm-rnn-ctc  Model Adaptation  Ctc Regularization  
Adaptive Graph Matching 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 5, 页码: 1432-1445
Authors:  Yang, Xu;  Liu, Zhi-Yong
View  |  Adobe PDF(2213Kb)  |  Favorite  |  View/Download:62/14  |  Submit date:2017/10/12
Graduated Projection  Graph Matching  Point Correspondence  Regularization Method  
Manifold Regularized Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 932-943
Authors:  Li, Hongliang;  Liu, Derong;  Wang, Ding
Favorite  |  View/Download:25/0  |  Submit date:2018/10/10
Adaptive Dynamic Programming  Approximate Dynamic Programming  Approximate Policy Iteration (Api)  Manifold Regularization  Reinforcement Learning (Rl)  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:24/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
On the role of sparsity in feature selection and an innovative method LRMI 期刊论文
Neurocomputing, 2018, 期号: 321, 页码: 237-250
Authors:  Yuchun Fang;  Qiulong Yuan;  Zhaoxiang Zhang
Favorite  |  View/Download:33/0  |  Submit date:2019/03/06
Feature Selection  L1 Regularization  Information Theory  Mutual Information  
BundleNet Learning with Noisy Label via Sample Correlations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 1, 页码: 2367-2377
Authors:  Li, Chenghua;  Zhang, Chunjie;  Ding, Kun;  Li, Gang;  Cheng, Jian;  Lu, Hanqing;  Jian Cheng
View  |  Adobe PDF(1606Kb)  |  Favorite  |  View/Download:147/93  |  Submit date:2018/05/05
Bundlenet  Sequential Data  Classification  Noisy Label  Regularization  
FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 12, 页码: 5769-5783
Authors:  Cheng, Dongcai;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(1609Kb)  |  Favorite  |  View/Download:217/130  |  Submit date:2017/12/06
Edge Aware Regularization  Harbor Images  Multitask Learning  Semantic Segmentation  
Maximum correntropy criterion based regression for multivariate calibration 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2017, 卷号: 161, 页码: 27-33
Authors:  Peng, Jiangtao;  Guo, Lu;  Hu, Yong;  Rao, KaiFeng;  Xie, Qiwei
Favorite  |  View/Download:48/0  |  Submit date:2017/05/05
Maximum Correntropy Criterion  Least-squares  Multivariate Calibration  Regularization  
SeNet: Structured Edge Network for Sea--Land Segmentation 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2017, 期号: 2, 页码: 247-251
Authors:  Cheng, Dongcai;  Meng, Gaofeng;  Cheng, Guangliang;  Pan, Chunhong
View  |  Adobe PDF(2982Kb)  |  Favorite  |  View/Download:100/31  |  Submit date:2017/12/06
Sea--land Segmentation  Deconvolution Network (Deconvnet)  Local Smooth Regularization  Structured Edge Network (Senet)