Online Learning for Matrix Factorization and Sparse Coding

1 August 2009

Papers citing "Online Learning for Matrix Factorization and Sparse Coding"

50 / 115 papers shown

Title
Audio Bank: A High-Level Acoustic Signal Representation for Audio Event Recognition Tushar Sandhan Sukanya Sonowal J. Choi 14 8 0 11 Apr 2023
Cloud K-SVD for Image Denoising Christian Marius Lillelund Henrik Bagger Jensen Christian Fischer Pedersen 18 1 0 01 Mar 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding Muthuraman Chidambaram Chenwei Wu Yu Cheng Rong Ge 18 0 0 24 Feb 2023
Invariant Lipschitz Bandits: A Side Observation Approach Nam-Phuong Tran Long Tran-Thanh 47 1 0 14 Dec 2022
Gradient-based Bi-level Optimization for Deep Learning: A Survey Can Chen Xiangshan Chen Chen-li Ma Zixuan Liu Xue Liu 86 35 0 24 Jul 2022
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $β$ -divergence Arthur Marmin J. H. D. M. Goulart Cédric Févotte 12 7 0 13 Jul 2022
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 16 0 0 23 Jun 2022
Supervised Dictionary Learning with Auxiliary Covariates Joo-Hyun Lee Hanbaek Lyu W. Yao 22 1 0 14 Jun 2022
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks Ziyang Zheng Wenrui Dai Duoduo Xue Chenglin Li Junni Zou H. Xiong 34 17 0 25 Apr 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 13 5 0 08 Feb 2022
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions Yang Nan Javier Del Ser Simon Walsh Carola Schönlieb M. Roberts ... Philippe Lambin Leonor Cerdá Alberich L. Martí-Bonmatí Francisco Herrera Guang Yang 34 106 0 17 Jan 2022
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem Jérémy E. Cohen 14 0 0 24 Nov 2021
On audio enhancement via online non-negative matrix factorization A. Sack Wenzhao Jiang Michael Perlmutter Palina Salanevich Deanna Needell 17 4 0 07 Oct 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 59 137 0 09 Sep 2021
Robust Event Detection based on Spatio-Temporal Latent Action Unit using Skeletal Information Hao Xing Yuxuan Xue Mingchuan Zhou Darius Burschka 22 4 0 06 Sep 2021
A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning Yehuda Dar Vidya Muthukumar Richard G. Baraniuk 29 71 0 06 Sep 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar S. Zafeiriou 24 119 0 07 Jul 2021
Understanding approximate and unrolled dictionary learning for pattern recovery Benoit Malézieux Thomas Moreau M. Kowalski MU 17 10 0 11 Jun 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 74 37 0 29 Apr 2021
Efficient Sparse Coding using Hierarchical Riemannian Pursuit Ye Xue Vincent K. N. Lau Songfu Cai 23 3 0 21 Apr 2021
Modeling Dynamic User Interests: A Neural Matrix Factorization Approach Paramveer S. Dhillon Sinan Aral AI4TS 19 19 0 12 Feb 2021
mpNet: variable depth unfolded neural network for massive MIMO channel estimation Taha Yassine Luc Le Magoarou 9 25 0 07 Aug 2020
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning Lianru Gao Danfeng Hong Jing Yao Bing Zhang Paolo Gamba Jocelyn Chanussot 62 125 0 28 Jul 2020
Feature Purification: How Adversarial Training Performs Robust Deep Learning Zeyuan Allen-Zhu Yuanzhi Li MLT AAML 29 147 0 20 May 2020
Hyperspectral Image Classification Based on Sparse Modeling of Spectral Blocks Saeideh Ghanbari Azar S. Meshgini T. Y. Rezaii S. Beheshti 11 17 0 17 May 2020
Second-order Conditional Gradient Sliding Alejandro Carderera Sebastian Pokutta 19 12 0 20 Feb 2020
Analysis of the Optimization Landscapes for Overcomplete Representation Learning Qing Qu Yuexiang Zhai Xiao Li Yuqian Zhang Zhihui Zhu 20 9 0 05 Dec 2019
Online matrix factorization for Markovian data and applications to Network Dictionary Learning Hanbaek Lyu Deanna Needell Laura Balzano 19 26 0 05 Nov 2019
Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding Minghan Li Xiangyong Cao Qian Zhao Lei Zhang Chenqiang Gao Deyu Meng 11 10 0 13 Sep 2019
Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning Zhao Zhang Weiming Jiang Zheng-Wei Zhang Sheng Li Guangcan Liu Jie Qin 11 55 0 25 May 2019
An Effective Two-Branch Model-Based Deep Network for Single Image Deraining Yinglong Wang Dong Gong Jie Yang Javen Qinfeng Shi Anton Van Den Hengel Dehua Xie Bing Zeng 19 9 0 14 May 2019
Fast GPU-Enabled Color Normalization for Digital Pathology Goutham Ramakrishnan Deepak Anand A. Sethi OOD MedIm 14 36 0 10 Jan 2019
Extracting representations of cognition across neuroimaging studies improves brain decoding A. Mensch Julien Mairal B. Thirion Gaël Varoquaux AI4CE 24 15 0 17 Sep 2018
Decentralized Dictionary Learning Over Time-Varying Digraphs Amir Daneshmand Ying Sun G. Scutari F. Facchinei Brian M. Sadler FedML 21 10 0 17 Aug 2018
Higher Order Langevin Monte Carlo Algorithm Sotirios Sabanis Ying Zhang 11 22 0 02 Aug 2018
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI Evan Schwab B. Haeffele René Vidal N. Charon OOD MedIm 19 2 0 15 Jul 2018
A comprehensive study of sparse representation techniques for offline signature verification E. Zois Dimitrios Tsourounis Ilias Theodorakopoulos A. Kesidis G. Economou 15 32 0 13 Jul 2018
Multimodal Image Denoising based on Coupled Dictionary Learning P. Song M. Rodrigues 14 6 0 26 Jun 2018
Convolutional sparse coding for capturing high speed video content Ana Serrano Elena Garces Diego F. F. Gutierrez B. Masiá 13 7 0 13 Jun 2018
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks Jeremias Sulam Aviad Aberdam Amir Beck Michael Elad 19 92 0 02 Jun 2018
Sparse Gaussian ICA Nilin Abrahamsen Philippe Rigollet CML 17 3 0 02 Apr 2018
Patchwise object tracking via structural local sparse appearance model Hossein Kashiyani S. B. Shokouhi 9 2 0 16 Mar 2018
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding E. Mavroudi Divya Bhaskara S. Sefati Haider Ali René Vidal CML 24 27 0 29 Jan 2018
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization Nasser Mohammadiha Paris Smaragdis A. Leijon 11 387 0 15 Sep 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 30 361 0 06 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia Cardona B. Wohlberg W. Yin 22 27 0 31 Aug 2017
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning M. Schmitz Matthieu Heitz Nicolas Bonneel Fred-Maurice Ngole-Mboula D. Coeurjolly Marco Cuturi Gabriel Peyré Jean-Luc Starck OT 36 134 0 07 Aug 2017
Collaborative Summarization of Topic-Related Videos Rameswar Panda A. Roy-Chowdhury EgoV 11 79 0 09 Jun 2017
Understanding the Learned Iterative Soft Thresholding Algorithm with matrix factorization Thomas Moreau Joan Bruna 12 15 0 02 Jun 2017
DICOD: Distributed Convolutional Sparse Coding Thomas Moreau L. Oudre Nicolas Vayatis 14 0 0 29 May 2017