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Deep Learning Based Speech Separation via NMF-style Reconstructions 期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2018, 卷号: 26, 期号: 11, 页码: 2043-2055
作者:  Shuai Nie;  Shan Liang;  Wenju Liu;  Xueliang Zhang;  Jianhua Tao
浏览  |  Adobe PDF(2922Kb)  |  收藏  |  浏览/下载：206/79  |  提交时间：2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
Empirical ExploringWord-Character Relationship for Chinese Sentence Representation 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing, 2018, 卷号: 3, 期号: 17, 页码: 1-15
作者:  shaonan wang;  jiajun zhang;  chengqing zong
浏览  |  Adobe PDF(2098Kb)  |  收藏  |  浏览/下载：85/35  |  提交时间：2020/10/13
Sentence representation  composition model  
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 期号: 27(6), 页码: 2966-2979
作者:  Huang, Xiayuan;  Qiao, Hong;  Bo, Zhang;  Nie, Xiangli
浏览  |  Adobe PDF(6084Kb)  |  收藏  |  浏览/下载：138/59  |  提交时间：2020/10/13
land cover classification  dimensionality reduction  tensor local discriminant analysis  PolSAR image  
Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 页码: 18
作者:  Guo, Hao;  Li, Yao;  Xu, Yong;  Jin, Yanyi;  Xiang, Jie;  Chen, Junjie
收藏  |  浏览/下载：199/0  |  提交时间：2019/12/16
depression  hyper-network  elasticnet  grouplasso  classification  
Discriminative graph regularized broad learning system for image recognition 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 11, 页码: 14
作者:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
收藏  |  浏览/下载：196/0  |  提交时间：2019/12/16
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Robust Reconstruction of Fluorescence Molecular Tomography Based on Sparsity Adaptive Correntropy Matching Pursuit Method for Stem Cell Distribution 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 10, 页码: 2176-2184
作者:  Zhang, Shuai;  Ma, Xibo;  Wang, Yi;  Wu, Meng;  Meng, Hui;  Chai, Wei;  Wang, Xiaojie;  Wei, Shoushui;  Tian, Jie
Adobe PDF(1652Kb)  |  收藏  |  浏览/下载：272/68  |  提交时间：2019/12/16
Fluorescence molecular tomography  inverse problem  sparsity adaptive correntropy matching pursuit  robust reconstruction  
A High-Speed Seam Extraction Method Based on the Novel Structured-Light Sensor for Arc Welding Robot: A Review 期刊论文
IEEE SENSORS JOURNAL, 2018, 卷号: 18, 期号: 21, 页码: 8631-8641
作者:  Yang, Lei;  Li, En;  Long, Teng;  Fan, Junfeng;  Liang, Zize
Adobe PDF(2552Kb)  |  收藏  |  浏览/下载：252/23  |  提交时间：2019/12/16
Seam extraction  structured light vision  target tracking  KCF  
Bioluminescence Tomography Based on Gaussian Weighted Laplace Prior Regularization for Morphological Imaging of Glioma (vol 36, pg 2343, 2017) 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 9, 页码: 2161-2161
作者:  Gao, Yuan;  Wang, Kun;  Jiang, Shixin;  Liu, Yuhao;  Ai, Ting;  Tian, Jie
收藏  |  浏览/下载：226/0  |  提交时间：2019/12/16
Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 10, 页码: 5060-5075
作者:  Hu, Weiming;  Wu, Baoxin;  Wang, Pei;  Yuan, Chunfeng;  Li, Yangxi;  Maybank, Stephen
收藏  |  浏览/下载：250/0  |  提交时间：2019/12/16
Visual action recognition  graph kernel  graph matching  contexts  tree patterns  
LEAST ABSOLUTE DEVIATIONS LEARNING OF MULTIPLE TASKS 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 卷号: 14, 期号: 2, 页码: 719-729
作者:  Xue, Wei;  Zhang, Wensheng;  Yu, Gaohang
收藏  |  浏览/下载：262/0  |  提交时间：2019/12/16
Multitask learning  feature selection  least absolute deviations  alternating direction method  l(1) regularization