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Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
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KRAN: Knowledge Refining Attention Network for Recommendation Journal article
ACM Transactions on Knowledge Discovery from Data, 2022,Volume: 16,Issue: 2
Authors:  Zhang, Zhenyu;  Zhang, Lei;  Yang, Dingqi;  Yang, Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/04
Attention Mechanism  Data Sparsity  Item Cold Start  Knowledge Graph  Refine  
Multi-stage Curvature-guided Net- work for Progressive Single Image Reflection Removal Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022
Authors:  Binbin Song;  Jiantao Zhou;  Haiwei Wu
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Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation Journal article
Pattern Recognition, 2022,Volume: 123
Authors:  Zhao, Shuping;  Wu, Jigang;  Zhang, Bob;  Fei, Lunke
Favorite |  | TC[WOS]:3 TC[Scopus]:2 | Submit date：2022/03/28
Feature Representation  Image Classification  Least Squares Regression  Low-rank Inter-class Sparsity  
Graph-regularized Bayesian broad learning system 基于图正则化的贝叶斯宽度学习系统 Journal article
Chinese Journal of Intelligent Science and Technology, 2022,Volume: 4,Issue: 1,Page: 109-117
Authors:  Duan, Junwei;  Xu, Lincan;  Quan, Yujuan;  Chen, Long;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
Bayesian inference  board learning system  graph regularization  pattern recognition  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date：2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds Journal article
IEEE Transactions on Big Data, 2021,Volume: 7,Issue: 4,Page: 717-728
Authors:  Yushu Zhang;  Jiantao Zhou;  Yong Xiang;  Leo Yu Zhang;  Fei Chen;  Shaoning Pang;  Xiaofeng Liao
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Parallel Compressive Sensing  Sparse Robustness Decoding Service  Packet-loss  Cloud Computing  
Sparsity-induced Graph Convolutional Network for Semi-supervised Learning Journal article
IEEE Transactions on Artificial Intelligence, 2021,Page: 1-15
Authors:  Zhou, J.;  Zeng, S.;  Zhang, B.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/13
Graph Representation  Graph Convolutional Networks  Semi-supervised Learning  L0-norm  Sparsity  
Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data Journal article
Jisuanji Xuebao/Chinese Journal of Computers, 2021,Volume: 44,Issue: 7,Page: 1414-1429
Authors:  Lin, Shu Yuan;  Lai, Tao Tao;  Yan, Yan;  Zhang, Li Ming;  Wang, Han Zi
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Computer Vision  Multiple-structure Data  Nonnegative Matrix Underapproximation  Outlier Pruning  Robust Geometric Model Fitting  
Multi-windowed vertex-frequency analysis for signals on undirected graphs Journal article
Computer Communications, 2021,Volume: 172,Page: 35-44
Authors:  Zheng, Xianwei;  Zou, Cuiming;  Dong, Li;  Zhou, Jiantao
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/12/07
Graph Signal  Tight Frames  Vertex Frequency Analysis  Windowed Graph Fourier Transform