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西安交通大学 [18]
深圳先进技术研究院 [8]
自动化研究所 [8]
大连理工大学 [7]
武汉大学 [7]
西安光学精密机械研究... [7]
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期刊论文 [113]
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2018 [126]
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Cross-covariance regularized autoencoders for nonredundant sparse feature representation
期刊论文
NEUROCOMPUTING, 2018, 卷号: 316, 页码: 49-58
作者:
Chen, Jie
;
Wu, ZhongCheng
;
Zhang, Jun
;
Li, Fang
;
Li, WenJing
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/12/11
Autoencoder
Cross-covariance
Deep learning
Feature representation
Receptive fields
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:
Nie, Shuai
;
Liang, Shan
;
Liu, Wenju
;
Zhang, Xueliang
;
Tao, Jianhua
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2018/10/10
Speech Separation
Deep Neural Network (Dnn)
Nonnegative Matrix Factorization (Nmf)
Spectro-temporal Structures
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
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/10/22
Speech separation
deep neural network (DNN)
nonnegative matrix factorization (NMF)
spectro-temporal structures
Compressed sensing detection of optical spatial modulation signal in turbulent channel
期刊论文
Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2018, 卷号: 26, 期号: 11, 页码: 2669-2674
作者:
Wang, Hui-Qin
;
Song, Li-Hua
;
Cao, Ming-Hua
;
Wang, Dao-Bin
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/11/14
Compressed sensing
Computational complexity
Maximum likelihood
Optical communication
Optical signal processing
Signal detection
Maximum likelihood detection
Orthogonal matching pursuit
Signal detection algorithm
Spatial modulations
Transmission signals
Turbulent channels
Wireless optical communication
Wireless optical communication systems
Edge-group sparse PCA for network-guided high dimensional data analysis
期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 20, 页码: 3479-3487
作者:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
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  |  
浏览/下载:18/0
  |  
提交时间:2019/01/11
BIAS REDUCTION FOR NONPARAMETRIC AND SEMIPARAMETRIC REGRESSION MODELS
期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 4, 页码: 2749-2770
作者:
Cheng, Ming-Yen
;
Huang, Tao
;
Liu, Peng
;
Peng, Heng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/08/22
Simultaneous confidence band
undersmoothing
variance function estimation
Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing
期刊论文
IEEE transactions on medical imaging, 2018, 卷号: 37, 期号: 10, 页码: 2176-2184
作者:
Ma XB(马喜波)
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  |  
浏览/下载:19/0
  |  
提交时间:2018/10/09
Fluorescence Molecular tomography+inverse problem+sparsity Adaptive Correntropy Matching pursuit+robust Reconstruction
Matrix-Regularized Multiple Kernel Learning via (r, p) Norms
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4997-5007
作者:
Han, Yina
;
Yang, Yixin
;
Li, Xuelong
;
Liu, Qingyu
;
Ma, Yuanliang
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  |  
浏览/下载:35/0
  |  
提交时间:2018/10/23
Generalization Bound
Matrix Regularization
Multiple Kernel Learning (Mkl)
Support Vector Machine (Svm)
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:
Pang, Junbiao
;
Huang, Jing
;
Yang, Xue
;
Wang, Zuyun
;
Yu, Haitao
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/12/10
Spatio-temporal pattern
fine-grained pattern
low-rank regularity
matrix factorization
taxis trip
point process
Research of stacked denoising sparse autoencoder
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 7, 页码: 2083-2100
作者:
Meng, Lingheng
;
Ding, Shifei
;
Zhang, Nan
;
Zhang, Jian
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/12/10
Autoencoder
Stacked autoencoders
Feature extraction
Unsupervised learning
Sparse coding
Deep learning
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