Efficient Low Rank Tensor Ring Completion

23 July 2017

Papers citing "Efficient Low Rank Tensor Ring Completion"

50 / 61 papers shown

Title
Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis Zerui Tao Toshihisa Tanaka Qibin Zhao 70 2 0 04 Dec 2024
Low-Multi-Rank High-Order Bayesian Robust Tensor Factorization Jianan Liu Chunguang Li 31 0 0 10 Nov 2023
Hyperspectral Image Fusion via Logarithmic Low-rank Tensor Ring Decomposition Jun Zhang Lipeng Zhu Chaoqun Wang Shutao Li 24 0 0 16 Oct 2023
Provable Tensor Completion with Graph Information Kaidong Wang Yao Wang Xiuwu Liao Shaojie Tang Can Yang Deyu Meng 28 0 0 04 Oct 2023
Quaternion tensor left ring decomposition and application for color image inpainting Jifei Miao K. Kou Hongmin Cai Lizhi Liu 21 0 0 20 Jul 2023
Noisy Tensor Ring approximation for computing gradients of Variational Quantum Eigensolver for Combinatorial Optimization Dheeraj Peddireddy Utkarsh Priyam Vaneet Aggarwal 14 2 0 08 Jul 2023
Tensor Completion via Leverage Sampling and Tensor QR Decomposition for Network Latency Estimation Jun Lei Jiqian Zhao Jing-Qi Wang An-Bao Xu 28 0 0 27 Jun 2023
To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion Le Xu Lei Cheng Ngai Wong Yik-Chung Wu ViT 27 0 0 19 Jun 2023
Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation F. Sedighin A. Cichocki H. Rabbani SupR 11 2 0 19 Jun 2023
Image Reconstruction using Superpixel Clustering and Tensor Completion Maame G. Asante-Mensah Anh-Huy Phan S. Ahmadi-Asl Z. Aghbari A. Cichocki SupR 35 7 0 16 May 2023
Multi-view MERA Subspace Clustering Zhen Long Ce Zhu Jing Chen Zihan Li Ya-Zhou Ren Yipeng Liu 40 15 0 16 May 2023
Scalable and Robust Tensor Ring Decomposition for Large-scale Data Yicong He George Atia 23 1 0 15 May 2023
Adaptively Topological Tensor Network for Multi-view Subspace Clustering Yipeng Liu Yingcong Lu Wei-Feng Ou Zhen Long Ce Zhu ViT 14 13 0 01 May 2023
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations Chong Li Junhua Zeng Chunmei Li C. Caiafa Qianchuan Zhao 20 13 0 25 Apr 2023
Generative Modeling via Hierarchical Tensor Sketching Yifan Peng Yian Chen E. Stoudenmire Y. Khoo 26 13 0 11 Apr 2023
A generalizable framework for low-rank tensor completion with numerical priors Shi-Meng Yuan Kaizhu Huang 23 3 0 12 Feb 2023
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness Hailin Wang Jiangjun Peng Wenjin Qin Jianjun Wang Deyu Meng 29 63 0 04 Feb 2023
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery Yisi Luo Xile Zhao Zhemin Li Michael K. Ng Deyu Meng 27 31 0 01 Dec 2022
SeKron: A Decomposition Method Supporting Many Factorization Structures Marawan Gamal Abdel Hameed A. Mosleh Marzieh S. Tahaei V. Nia 29 1 0 12 Oct 2022
One-dimensional Tensor Network Recovery Ziang Chen Jianfeng Lu Anru R. Zhang 10 3 0 21 Jul 2022
Permutation Search of Tensor Network Structures via Local Sampling Chong Li Junhua Zeng Zerui Tao Qianchuan Zhao 24 19 0 14 Jun 2022
A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization Pei-Yi Yang Yonghui Huang Yuning Qiu Weijun Sun Guoxu Zhou 8 3 0 04 Apr 2022
Noisy Tensor Completion via Low-rank Tensor Ring Yuning Qiu Guoxu Zhou Qibin Zhao Shengli Xie 27 36 0 14 Mar 2022
How to Train Unstable Looped Tensor Network Anh-Huy Phan Konstantin Sobolev Dmitry Ermilov Igor Vorona Nikolay Kozyrskiy P. Tichavský A. Cichocki 27 3 0 05 Mar 2022
Bayesian Robust Tensor Ring Model for Incomplete Multiway Data Zhenhao Huang Yuning Qiu Xinqi Chen Weijun Sun Guoxu Zhou 25 4 0 27 Feb 2022
Generative modeling via tensor train sketching Y. Hur J. Hoskins M. Lindsey E. Stoudenmire Y. Khoo 24 23 0 23 Feb 2022
Classical Simulation of Variational Quantum Classifiers using Tensor Rings Dheeraj Peddireddy V. Bansal Vaneet Aggarwal 18 11 0 21 Jan 2022
Learning Circular Hidden Quantum Markov Models: A Tensor Network Approach Mohammad Ali Javidian Vaneet Aggarwal Z. Jacob 16 4 0 29 Oct 2021
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees Osman Asif Malik 36 14 0 14 Oct 2021
Semi-tensor Product-based TensorDecomposition for Neural Network Compression Hengling Zhao Yipeng Liu Xiaolin Huang Ce Zhu 47 6 0 30 Sep 2021
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition Marawan Gamal Abdel Hameed Marzieh S. Tahaei A. Mosleh V. Nia 47 25 0 29 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 6 21 0 13 Sep 2021
Multi-Tensor Network Representation for High-Order Tensor Completion Chang Nie Huan Wang Zhihui Lai 17 2 0 09 Sep 2021
Fast Hypergraph Regularized Nonnegative Tensor Ring Factorization Based on Low-Rank Approximation Xinhai Zhao Yuyuan Yu Guoxu Zhou Qibin Zhao Weijun Sun 13 0 0 06 Sep 2021
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models Behnoush Khavari Guillaume Rabusseau 10 2 0 22 Jun 2021
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data Yicong He George Atia 21 4 0 19 Jun 2021
Patch Tracking-based Streaming Tensor Ring Completion for Visual Data Recovery Yicong He George Atia 27 9 0 30 May 2021
Partially Observed Exchangeable Modeling Yang Li Junier B. Oliva 20 5 0 11 Feb 2021
Connecting Weighted Automata, Tensor Networks and Recurrent Neural Networks through Spectral Learning Tianyu Li Doina Precup Guillaume Rabusseau 11 8 0 19 Oct 2020
Adaptive Learning of Tensor Network Structures Meraj Hashemizadeh M. Liu Jacob Miller Guillaume Rabusseau 14 8 0 12 Aug 2020
Distributed Non-Negative Tensor Train Decomposition Manish Bhattarai Gopinath Chennupati E. Skau Raviteja Vangara Hirsto Djidjev Boian Alexandrov 8 14 0 04 Aug 2020
T-Basis: a Compact Representation for Neural Networks Anton Obukhov M. Rakhuba Stamatios Georgoulis Menelaos Kanakis Dengxin Dai Luc Van Gool 39 27 0 13 Jul 2020
Bayesian Low Rank Tensor Ring Model for Image Completion Zhen Long Ce Zhu Jiani Liu Yipeng Liu 14 5 0 29 Jun 2020
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence Meng Ding Tingzhu Huang Xile Zhao Tian-Hui Ma MQ 49 24 0 14 May 2020
A Unified Framework for Coupled Tensor Completion Huyan Huang Yipeng Liu Ce Zhu 20 1 0 09 Jan 2020
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization Wei He Yong Chen Naoto Yokoya Chao Li Qibin Zhao 49 103 0 06 Jan 2020
An Efficient Tensor Completion Method via New Latent Nuclear Norm Jinshi Yu Weijun Sun Yuning Qiu Yong-hui Huang 6 7 0 14 Oct 2019
Manifold Modeling in Embedded Space: A Perspective for Interpreting Deep Image Prior Tatsuya Yokota H. Hontani Qibin Zhao A. Cichocki 19 11 0 08 Aug 2019
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis Seyyid Emre Sofuoglu Selin Aviyente 28 7 0 15 Apr 2019
Robust Low-Rank Tensor Ring Completion Huyan Huang Yipeng Liu Ce Zhu 6 0 0 31 Mar 2019