Tensor N-tubal rank and its convex relaxation for low-rank tensor
recovery

Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery

3 December 2018

Tai-Xiang Jiang

Papers citing "Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery"

12 / 12 papers shown

Title
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 44 0 0 20 Jan 2025
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
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jingyun Liang Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 42 6 0 06 May 2023
Tensor Recovery Based on A Novel Non-convex Function Minimax Logarithmic Concave Penalty Function Hongbing Zhang Xinyi Liu Chang-Shu Liu Hongtao Fan Yajing Li Xinyun Zhu 22 7 0 25 Jun 2022
Low-Rank Tensor Completion Based on Bivariate Equivalent Minimax-Concave Penalty Hongbing Zhang Xinyi Liu Hongtao Fan Yajing Li Yinlin Ye 33 0 0 30 Jan 2022
"Sparse + Low-Rank'' Tensor Completion Approach for Recovering Images and Videos Chenjian Pan C. Ling Hongjin He Liqun Qi Yanwei Xu 16 2 0 18 Oct 2021
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion Tai-Xiang Jiang Xile Zhao Hao Zhang Michael K. Ng 43 49 0 26 Sep 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
Deep Plug-and-play Prior for Low-rank Tensor Completion Xile Zhao Wen-Hao Xu Tai-Xiang Jiang Yao Wang Michael K. Ng 26 91 0 11 May 2019
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan 56 737 0 10 Apr 2018
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm Tai-Xiang Jiang Tingzhu Huang Xile Zhao Liang-Jian Deng 32 106 0 15 Dec 2017
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition Yao Wang Jiangjun Peng Qian Zhao Deyu Meng Yee Leung Xile Zhao 65 364 0 08 Jul 2017