Tensor Robust Principal Component Analysis with A New Tensor Nuclear
Norm

Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm

10 April 2018

Papers citing "Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm"

19 / 19 papers shown

Title
Outlier-aware Tensor Robust Principal Component Analysis with Self-guided Data Augmentation Yangyang Xu Kexin Li Li Yang You-wei Wen 12 0 0 25 Apr 2025
JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI Yinghao Zhang Haiyan Gui Ningdi Yang Yue Hu 39 0 0 17 Feb 2025
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 34 0 0 20 Jan 2025
Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation Bo Han Yuheng Jia Hui Liu Junhui Hou 19 0 0 24 Oct 2024
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off Yuecheng Li Lele Fu Tong Wang Jian Lou Bin Chen Lei Yang Zibin Zheng Zibin Zheng Chuan Chen FedML 46 4 0 10 Feb 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi-Long Han Yandong Tang Xi-Le Zhao Yao Wang 21 1 0 22 Jan 2024
Low-Rank Tensor Completion via Novel Sparsity-Inducing Regularizers Zhi-yong Wang H. C. So A. Zoubir 12 5 0 10 Oct 2023
Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra L. Liao Zhuang Guo Qi Gao Yan Wang Fajun Yu Qifeng Zhao Stephen J. Maybank 6 55 0 04 Aug 2023
Multidimensional Data Analysis Based on Block Convolutional Tensor Decomposition Mahdi Molavi M. Rezghi Tayyebeh Saeedi 25 0 0 03 Aug 2023
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation Tong Wu 20 0 0 18 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 12 0 0 27 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 6 7 0 16 May 2023
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruption HanQin Cai Zehan Chao Longxiu Huang Deanna Needell 16 11 0 06 May 2023
Global Weighted Tensor Nuclear Norm for Tensor Robust Principal Component Analysis Libin Wang Yulong Wang Shiyuan Wang Youheng Liu Yutao Hu Long-Biao Chen Hong Chen 12 1 0 28 Sep 2022
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation Yuheng Jia Guanxing Lu Hui Liu Junhui Hou 18 19 0 21 May 2022
Low-Rank Tensor Completion Based on Bivariate Equivalent Minimax-Concave Penalty Hongbing Zhang Xinyi Liu Hongtao Fan Yajing Li Yinlin Ye 15 0 0 30 Jan 2022
Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration Yuchen Zhou Anru R. Zhang Lili Zheng Yazhen Wang 6 22 0 06 Oct 2020
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence Meng Ding Tingzhu Huang Xile Zhao Tian-Hui Ma MQ 21 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 17 90 0 11 May 2019