Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space

5 April 2018

Simon K. Warfield

Papers citing "Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space"

23 / 23 papers shown

Title
Domain-Aware Tensor Network Structure Search Giorgos Iacovides Wuyang Zhou Chao Li Qibin Zhao Danilo Mandic 37 0 0 29 May 2025
A Counterexample in Image Registration Serap A. Savari 73 2 0 14 Oct 2024
Adaptive Block Sparse Regularization under Arbitrary Linear Transform Takanobu Furuhashi H. Hontani Tatsuya Yokota 84 0 0 27 Jan 2024
Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation F. Sedighin A. Cichocki H. Rabbani SupR 57 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 80 7 0 16 May 2023
Structured Low-Rank Tensor Learning Jayadev Naram Tanmay Sinha Pawan Kumar 61 1 0 13 May 2023
Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation W. Gong Zhejun Huang Lili Yang 50 0 0 11 May 2023
Towards better traffic volume estimation: Jointly addressing the underdetermination and nonequilibrium problems with correlation-adaptive GNNs Tong Nie Guoyang Qin Yunpeng Wang Jiangming Sun 139 15 0 10 Mar 2023
Laplacian Convolutional Representation for Traffic Time Series Imputation Xinyu Chen Zhanhong Cheng HanQin Cai Nicolas Saunier Lijun Sun AI4TS 115 18 0 03 Dec 2022
Correlating sparse sensing for large-scale traffic speed estimation: A Laplacian-enhanced low-rank tensor kriging approach Tong Nie Guoyang Qin Yunpeng Wang Jian Sun 95 27 0 21 Oct 2022
Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns Tong Nie Guoyang Qin Jian Sun 87 53 0 19 May 2022
Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space Tatsuya Yokota 32 2 0 18 Mar 2022
Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection Xudong Wang L. Miranda-Moreno Lijun Sun 58 13 0 08 Oct 2021
Low-Rank Hankel Tensor Completion for Traffic Speed Estimation Xudong Wang Yuankai Wu Dingyi Zhuang Lijun Sun 90 41 0 21 May 2021
Forecasting Nonnegative Time Series via Sliding Mask Method (SMM) and Latent Clustered Forecast (LCF) Yohann De Castro Luca Mencarelli AI4TS 48 1 0 10 Feb 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 143 8 0 01 Jan 2021
Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting Xinyu Chen Lijun Sun AI4TS 48 21 0 18 Jun 2020
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting Qiquan Shi Jiaming Yin Jiajun Cai A. Cichocki Tatsuya Yokota Lei Chen Mingxuan Yuan Jia Zeng AI4TS 116 91 0 25 Feb 2020
Manifold Modeling in Embedded Space: A Perspective for Interpreting Deep Image Prior Tatsuya Yokota H. Hontani Qibin Zhao A. Cichocki 77 11 0 08 Aug 2019
T-SVD Based Non-convex Tensor Completion and Robust Principal Component Analysis Tao Li Jinwen Ma 33 9 0 23 Apr 2019
Low Rank Regularization: A Review Zhanxuan Hu Feiping Nie Rong Wang Xuelong Li 64 81 0 14 Aug 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Helen Zhou 94 230 0 28 Nov 2017
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration Yi Chang Luxin Yan Houzhang Fang Sheng Zhong Zhijun Zhang 79 171 0 01 Sep 2017