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Permutation Search of Tensor Network Structures via Local Sampling


Jun 14, 2022
Chao Li, Junhua Zeng, Zerui Tao, Qibin Zhao

* Accepted by ICML 2022 

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SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG


Jun 02, 2022
Reinmar J Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe

* 9 pages, submitted to NeurIPS 2022 

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Noisy Tensor Completion via Low-rank Tensor Ring


Mar 14, 2022
Yuning Qiu, Guoxu Zhou, Qibin Zhao, Shengli Xie


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Multi-view Data Classification with a Label-driven Auto-weighted Strategy


Jan 03, 2022
Yuyuan Yu, Guoxu Zhou, Haonan Huang, Shengli Xie, Qibin Zhao

* 11 pages, 8 figures 

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Efficient Tensor Robust PCA under Hybrid Model of Tucker and Tensor Train


Dec 20, 2021
Yuning Qiu, Guoxu Zhou, Zhenhao Huang, Qibin Zhao, Shengli Xie


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Understanding Convolutional Neural Networks from Theoretical Perspective via Volterra Convolution


Oct 19, 2021
Tenghui Li, Guoxu Zhou, Yuning Qiu, Qibin Zhao


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Fast Hypergraph Regularized Nonnegative Tensor Ring Factorization Based on Low-Rank Approximation


Sep 06, 2021
Xinhai Zhao, Yuyuan Yu, Guoxu Zhou, Qibin Zhao, Weijun Sun


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On the Memory Mechanism of Tensor-Power Recurrent Models


Mar 02, 2021
Hejia Qiu, Chao Li, Ying Weng, Zhun Sun, Xingyu He, Qibin Zhao

* This work is accepted to AISTATS 2021 

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Learning from Incomplete Data by Simultaneous Training of Neural Networks and Sparse Coding


Nov 28, 2020
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals, Qibin Zhao

* 16 pages, 7 figures 

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Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration


Oct 24, 2020
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang

* Accepted to TPAMI 

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