Tensor Ring Decomposition

17 June 2016

Papers citing "Tensor Ring Decomposition"

50 / 62 papers shown

Title
3DeepRep: 3D Deep Low-rank Tensor Representation for Hyperspectral Image Inpainting Yunshan Li W. Gong Qianqian Wang C. Wang L. Yang 9 0 0 20 Jun 2025
Accelerating Large-Scale Regularized High-Order Tensor Recovery Wenjin Qin Hailin Wang Jingyao Hou Jianjun Wang 61 0 0 11 Jun 2025
Domain-Aware Tensor Network Structure Search Giorgos Iacovides Wuyang Zhou Chao Li Qibin Zhao Danilo Mandic 26 0 0 29 May 2025
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 102 0 0 20 Jan 2025
Coseparable Nonnegative Tensor Factorization With T-CUR Decomposition Juefei Chen Longxiu Huang Yimin Wei 97 1 0 30 Jan 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 167 1 0 22 Jan 2024
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 83 8 0 19 Nov 2023
Hyperspectral Image Fusion via Logarithmic Low-rank Tensor Ring Decomposition Jun Zhang Lipeng Zhu Chaoqun Wang Shutao Li 57 0 0 16 Oct 2023
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models Frederiek Wesel Kim Batselier 55 1 0 11 Sep 2023
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition Zhewen Yu C. Bouganis 62 0 0 08 Jun 2023
Large-scale Dynamic Network Representation via Tensor Ring Decomposition Qu Wang 41 0 0 18 Apr 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Yu Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 187 22 0 22 Jan 2023
Causal Deep Learning M. Alex O. Vasilescu CML 161 3 1 01 Jan 2023
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness Huy Phan Miao Yin Yang Sui Bo Yuan S. Zonouz AAML GNN 58 8 0 04 Dec 2022
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration Y. Qiu Weijun Sun Guoxu Zhou Qianchuan Zhao 121 4 0 27 Nov 2022
Elliptically-Contoured Tensor-variate Distributions with Application to Improved Image Learning Carlos Llosa-Vite R. Maitra 56 1 0 13 Nov 2022
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition Lizhi Xiang Miao Yin Chengming Zhang Aravind Sukumaran-Rajam P. Sadayappan Bo Yuan Dingwen Tao 3DV 93 8 0 07 Nov 2022
Tucker-O-Minus Decomposition for Multi-view Tensor Subspace Clustering Yingcong Lu Yipeng Liu Zhen Long Zhangxin Chen Ce Zhu 51 2 0 23 Oct 2022
Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications N. Sidiropoulos Paris A. Karakasis Aritra Konar 92 2 0 16 Oct 2022
Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks Osman Asif Malik V. Bharadwaj Riley Murray 44 4 0 07 Oct 2022
Interaction Decompositions for Tensor Network Regression Ian Convy K. B. Whaley 59 6 0 11 Aug 2022
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review Minghua Wang Danfeng Hong Zhu Han Jiaxin Li Jing Yao Lianru Gao Bing Zhang Jocelyn Chanussot 74 65 0 13 May 2022
Noisy Tensor Completion via Low-rank Tensor Ring Yuning Qiu Guoxu Zhou Qibin Zhao Shengli Xie 36 37 0 14 Mar 2022
Bayesian Robust Tensor Ring Model for Incomplete Multiway Data Zhenhao Huang Yuning Qiu Xinqi Chen Weijun Sun Guoxu Zhou 77 5 0 27 Feb 2022
Learning Circular Hidden Quantum Markov Models: A Tensor Network Approach Mohammad Ali Javidian Vaneet Aggarwal Z. Jacob 40 4 0 29 Oct 2021
Semi-tensor Product-based TensorDecomposition for Neural Network Compression Hengling Zhao Yipeng Liu Xiaolin Huang Ce Zhu 72 6 0 30 Sep 2021
Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket Augmentation Yang Zhang Yao Wang Zhi Han Xi’ai Chen Yan Tang 60 21 0 13 Sep 2021
Multi-Tensor Network Representation for High-Order Tensor Completion Chang Nie Huan Wang Zhihui Lai 49 2 0 09 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 100 18 0 30 Aug 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar Stefanos Zafeiriou 57 125 0 07 Jul 2021
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models Behnoush Khavari Guillaume Rabusseau 54 3 0 22 Jun 2021
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data Yicong He George Atia 51 4 0 19 Jun 2021
Patch Tracking-based Streaming Tensor Ring Completion for Visual Data Recovery Yicong He George Atia 54 9 0 30 May 2021
Searching to Sparsify Tensor Decomposition for N-ary Relational Data Shimin Di Quanming Yao Lei Chen 83 41 0 21 Apr 2021
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation Jenn-Bing Ong W. Ng Ivan Tjuawinata Chao Li Jielin Yang Sai None Myne Huaxiong Wang K. Lam C.-C. Jay Kuo FedML 65 3 0 04 Jan 2021
Reduced-Rank Tensor-on-Tensor Regression and Tensor-variate Analysis of Variance Carlos Llosa-Vite R. Maitra CML 77 20 0 18 Dec 2020
Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion Yicong He George Atia 30 8 0 22 Oct 2020
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata Siddarth Srinivasan Sandesh Adhikary Jacob Miller Guillaume Rabusseau Byron Boots 42 15 0 20 Oct 2020
Block-term Tensor Neural Networks Jinmian Ye Guangxi Li Di Chen Haiqin Yang Shandian Zhe Zenglin Xu 77 30 0 10 Oct 2020
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion Tai-Xiang Jiang Xile Zhao Hao Zhang Michael K. Ng 102 54 0 26 Sep 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 108 72 0 24 Jul 2020
T-Basis: a Compact Representation for Neural Networks Anton Obukhov M. Rakhuba Stamatios Georgoulis Menelaos Kanakis Dengxin Dai Luc Van Gool 112 27 0 13 Jul 2020
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 74 79 0 08 Jul 2020
MARS: Masked Automatic Ranks Selection in Tensor Decompositions M. Kodryan D. Kropotov Dmitry Vetrov 37 9 0 18 Jun 2020
Large Scale Tensor Regression using Kernels and Variational Inference Robert Hu Geoff K. Nicholls Dino Sejdinovic 37 4 0 11 Feb 2020
H-OWAN: Multi-distorted Image Restoration with Tensor 1x1 Convolution Zihao Huang Chao Li Feng Duan Qibin Zhao 34 5 0 29 Jan 2020
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization Wei He Yong Chen Naoto Yokoya Chao Li Qibin Zhao 79 109 0 06 Jan 2020
Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion Jinshi Yu Chao Li Qibin Zhao Guoxu Zhou 29 55 0 21 Mar 2019
Tensorized Embedding Layers for Efficient Model Compression Oleksii Hrinchuk Valentin Khrulkov L. Mirvakhabova Elena Orlova Ivan Oseledets 91 73 0 30 Jan 2019
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction Longhao Yuan Chong Li Jianting Cao Qibin Zhao 50 27 0 07 Jan 2019