Smooth PARAFAC Decomposition for Tensor Completion

25 May 2015

Papers citing "Smooth PARAFAC Decomposition for Tensor Completion"

19 / 19 papers shown

Title
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 77 0 0 17 Feb 2025
Low-Rank Tensor Completion via Novel Sparsity-Inducing Regularizers Zhi-yong Wang H. C. So A. Zoubir 33 5 0 10 Oct 2023
Neural Gradient Regularizer Shuang Xu Yifan Wang Zixiang Zhao Jiangjun Peng Xiangyong Cao Deyu Meng Yulun Zhang Radu Timofte Luc Van Gool 26 0 0 31 Aug 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
Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion Tanmay Sinha Jayadev Naram Pawan Kumar 31 10 0 13 May 2023
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness Hailin Wang Jiangjun Peng Wenjin Qin Jianjun Wang Deyu Meng 24 63 0 04 Feb 2023
Latent Matrices for Tensor Network Decomposition and to Tensor Completion Pei-Tse Yang Weijun Sun Qinbin Zhao Guoxu Zhou 20 1 0 07 Oct 2022
Bayesian Complementary Kernelized Learning for Multidimensional Spatiotemporal Data Mengying Lei A. Labbe Lijun Sun 20 1 0 21 Aug 2022
Variational Bayesian inference for CP tensor completion with side information S. Budzinskiy N. Zamarashkin 11 1 0 24 Jun 2022
Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space Tatsuya Yokota 13 2 0 18 Mar 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
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation Xinyu Chen Mengying Lei Nicolas Saunier Lijun Sun 19 102 0 30 Apr 2021
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers Dongjin Lee Kijung Shin AI4TS 24 21 0 16 Feb 2021
Implicit Regularization in Deep Learning May Not Be Explainable by Norms Noam Razin Nadav Cohen 24 155 0 13 May 2020
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach Jordi Solé-Casals C. Caiafa Qibin Zhao A. Cichocki 11 33 0 13 Jun 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 26 228 0 28 Nov 2017
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives A. Cichocki Anh-Huy Phan Qibin Zhao Namgil Lee Ivan V. Oseledets Masashi Sugiyama Danilo P. Mandic 26 295 0 30 Aug 2017
Concatenated image completion via tensor augmentation and completion Johann A. Bengua H. Tuan H. N. Phien Minh Do ViT 18 15 0 14 Jul 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