Robust Low-rank Tensor Recovery: Models and Algorithms

24 November 2013

Papers citing "Robust Low-rank Tensor Recovery: Models and Algorithms"

19 / 19 papers shown

Title
Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising Hiroki Hasegawa Yukihiko Okada 29 0 0 09 May 2025
FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis Jiangtong Tan Hu Yu Jie Huang Jie Xiao Feng Zhao 72 1 0 02 May 2025
Triply Laplacian Scale Mixture Modeling for Seismic Data Noise Suppression Sirui Pan Zhiyuan Zha S. Wang Yue Li Zipei Fan Gang Yan Binh T. Nguyen B. Wen Ce Zhu 44 0 0 21 Feb 2025
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness Hailin Wang Jiangjun Peng Wenjin Qin Jianjun Wang Deyu Meng 24 63 0 04 Feb 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
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors Vishwanath Saragadam Randall Balestriero Ashok Veeraraghavan Richard G. Baraniuk 27 15 0 07 Apr 2022
Efficient Tensor Robust PCA under Hybrid Model of Tucker and Tensor Train Yuning Qiu Guoxu Zhou Zhenhao Huang Qibin Zhao Shengli Xie 20 24 0 20 Dec 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar S. Zafeiriou 27 119 0 07 Jul 2021
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers Dongjin Lee Kijung Shin AI4TS 27 21 0 16 Feb 2021
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI C. Ting Jeremy I. Skipper S. Small H. Ombao 8 7 0 24 Jan 2021
Robust Tensor Recovery with Fiber Outliers for Traffic Events Yue Hu D. Work 89 33 0 27 Aug 2019
Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition M. Shakeri Hong Zhang 16 22 0 05 Apr 2019
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 26 228 0 28 Nov 2017
Scaled Nuclear Norm Minimization for Low-Rank Tensor Completion Morteza Ashraphijuo Xiaodong Wang 31 6 0 25 Jul 2017
Relative Error Tensor Low Rank Approximation Zhao-quan Song David P. Woodruff Peilin Zhong 27 122 0 26 Apr 2017
Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling Mehdi Bahri Yannis Panagakis S. Zafeiriou 37 14 0 22 Mar 2017
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar M. Pantic 29 350 0 29 Oct 2016
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data Guoxu Zhou Qibin Zhao Yu Zhang T. Adalı Shengli Xie A. Cichocki 23 182 0 29 Aug 2015
Bayesian Robust Tensor Factorization for Incomplete Multiway Data Qibin Zhao Guoxu Zhou Liqing Zhang A. Cichocki S. Amari 46 205 0 09 Oct 2014