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Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
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Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation 期刊论文
Pattern Recognition, 2021, 卷号: 115, 页码: 1-17
Authors:  Zhang, Jinghua;  Li, Chen;  Kosov, Sergey;  Grzegorzek, Marcin;  Shirahama, Kimiaki;  Jiang, Tao;  Sun, Changhao;  Li, Zihan;  Li, Hong
Adobe PDF(4187Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2021/03/21
Environmental miroorganisms  Image segmentation  Deep convolutional neural networks  Low-cost  
基于在线低秩表达的视频恢复算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  高振远
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在线鲁棒主成分分析  低秩稀疏分解  视频恢复  非局部先验  稀疏噪声  
Prediction of head-related transfer function based on tensor completion 期刊论文
Applied Acoustics, 2020, 卷号: 157, 页码: 1-10
Authors:  Wang J(王晶);  Liu, Min;  Wang, Xinyao;  Liu TJ(刘铁军);  Xie, X.
Adobe PDF(1773Kb)  |  Favorite  |  View/Download:142/24  |  Submit date:2019/08/31
Head-related transfer function  Tensor completion  Prediction  
Double robust principal component analysis 期刊论文
Neurocomputing, 2020, 卷号: 391, 页码: 119-128
Authors:  Wang QQ(王倩倩);  Gao QX(高全学);  Sun G(孙干);  Ding, Chris
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Robust principal component analysis  Double  Low-rank representation  
Multilinear Multitask Learning by Rank-Product Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 4, 页码: 1336-1350
Authors:  Zhao Q(赵谦);  Rui, Xiangyu;  Han Z(韩志);  Meng DY(孟德宇)
Adobe PDF(2338Kb)  |  Favorite  |  View/Download:144/37  |  Submit date:2020/05/03
Multilinear  multitask learning (MTL)  rank product  tensor sparsity  
Federated Tensor Mining for Secure Industrial Internet of Things 期刊论文
IEEE Transactions on Industrial Informatics, 2020, 卷号: 16, 期号: 3, 页码: 2144-2153
Authors:  Kong LH(孔令和);  Liu, Xiao-Yang;  Sheng H(盛浩);  Zeng P(曾鹏);  Chen, Guihai
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Industrial internet of things  security  tensor-based data mining  
Cyclic Weighted Median Method for L1 Low-Rank with Nonlocal for Single color image denoising 会议论文
Proceedings of 10th IEEE International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2020, Xi'an, China, October 10-13, 2020
Authors:  Luo Q(罗琼);  Liu, Jiaxin;  Han Z(韩志);  Li, Yong;  Tang YD(唐延东);  Li, Shengchuan
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基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
基于Tensor Train低秩张量分解的理论算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张杨
Adobe PDF(4660Kb)  |  Favorite  |  View/Download:301/13  |  Submit date:2019/07/14
TT分解  图像去噪  张量补全  逐点加权  张量鲁棒主成分分析