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Online Learning for Matrix Factorization and Sparse Coding

1 August 2009

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

50 / 415 papers shown

Title
Modelling hidden structure of signals in group data analysis with modified (Lr, 1) and block-term decompositions P. Kharyuk Ivan Oseledets 21 0 0 07 Aug 2018
Higher Order Langevin Monte Carlo Algorithm Sotirios Sabanis Ying Zhang 97 23 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 51 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 74 34 0 13 Jul 2018
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction P. Song L. Weizman João F. C. Mota Yonina C. Eldar M. Rodrigues 61 59 0 26 Jun 2018
Multimodal Image Denoising based on Coupled Dictionary Learning P. Song M. Rodrigues 56 6 0 26 Jun 2018
Convolutional sparse coding for capturing high speed video content Ana Serrano Elena Garces Diego F. F. Gutierrez B. Masiá 29 7 0 13 Jun 2018
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks Jeremias Sulam Aviad Aberdam Amir Beck Michael Elad 138 93 0 02 Jun 2018
Analysis of Fast Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 57 12 0 31 May 2018
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis Daan Wynen Cordelia Schmid Julien Mairal 76 27 0 28 May 2018
Compressed Dictionary Learning Karin Schnass Flávio C. A. Teixeira 62 5 0 02 May 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary Yaqing Wang Quanming Yao James T. Kwok L. Ni 37 6 0 27 Apr 2018
Dictionary learning -- from local towards global and adaptive Marie Christine Pali Karin Schnass CLL 71 5 0 19 Apr 2018
Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning Hongyu Xu Jingjing Zheng A. Alavi Rama Chellappa OOD 43 7 0 12 Apr 2018
Online convex optimization and no-regret learning: Algorithms, guarantees and applications E. V. Belmega P. Mertikopoulos Romain Negrel L. Sanguinetti 28 43 0 12 Apr 2018
Learning a Text-Video Embedding from Incomplete and Heterogeneous Data Antoine Miech Ivan Laptev Josef Sivic 84 235 0 07 Apr 2018
Sparse Gaussian ICA Nilin Abrahamsen Philippe Rigollet CML 61 3 0 02 Apr 2018
Learning Structure and Strength of CNN Filters for Small Sample Size Training Rohit Keshari Mayank Vatsa Richa Singh A. Noore 58 82 0 30 Mar 2018
Connectionist Recommendation in the Wild: On the utility and scrutability of neural networks for personalized course guidance Z. Pardos Zihao Fan Weijie Jiang HAI 58 75 0 26 Mar 2018
Patchwise object tracking via structural local sparse appearance model Hossein Kashiyani S. B. Shokouhi 34 2 0 16 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez Itamar Talmi Firas Shama Lihi Zelnik-Manor GAN 74 94 0 13 Mar 2018
Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification Jeremy Aghaei Mazaheri Elif Vural C. Labit C. Guillemot 24 0 0 28 Feb 2018
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases Mengying Sun Inci M. Baytas Liang Zhan Zhangyang Wang Jiayu Zhou 22 9 0 19 Feb 2018
SCK: A sparse coding based key-point detector Thanh Hong-Phuoc Yifeng He L. Guan 15 4 0 07 Feb 2018
Weakly-supervised Dictionary Learning Zeyu You Raviv Raich Xiaoli Z. Fern Jinsub Kim 29 11 0 05 Feb 2018
Information Assisted Dictionary Learning for fMRI data analysis Manuel Morante Y. Kopsinis Sergios Theodoridis Athanassios Protopapas 33 10 0 05 Feb 2018
Analysis of Fast Alternating Minimization for Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 30 0 0 01 Feb 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 63 27 0 29 Jan 2018
Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization Binghui Wang Chuang Lin 37 0 0 27 Jan 2018
Informed Group-Sparse Representation for Singing Voice Separation T. Chan Yi-Hsuan Yang 41 14 0 09 Jan 2018
Online Forecasting Matrix Factorization San Gultekin John Paisley AI4TS 54 21 0 23 Dec 2017
Mathematics of Deep Learning René Vidal Joan Bruna Raja Giryes Stefano Soatto OOD 70 120 0 13 Dec 2017
Basic Thresholding Classification Mehmet Altan Toksoz 20 0 0 08 Dec 2017
Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification Vaisakh Shaj Puranjoy Bhattacharya 21 0 0 02 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 180 3,176 0 29 Nov 2017
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks Anna Potapenko Artem Popov K. Vorontsov BDL 34 14 0 11 Nov 2017
Minimax estimation in linear models with unknown design over finite alphabets Merle Behr Axel Munk 37 2 0 11 Nov 2017
Stochastic variance reduced multiplicative update for nonnegative matrix factorization Hiroyuki Kasai 33 11 0 30 Oct 2017
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising Bihan Wen S. Ravishankar Y. Bresler 57 34 0 03 Oct 2017
Online and Distributed Robust Regressions under Adversarial Data Corruption Xuchao Zhang Liang Zhao Arnold P. Boedihardjo Chang-Tien Lu 56 13 0 02 Oct 2017
Fast online low-rank tensor subspace tracking by CP decomposition using recursive least squares from incomplete observations Hiroyuki Kasai 39 28 0 29 Sep 2017
Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition Mohammad Rostami Soheil Kolouri Kyungnam Kim Eric Eaton FedML CLL 80 35 0 15 Sep 2017
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization Nasser Mohammadiha Paris Smaragdis A. Leijon 82 389 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 123 368 0 06 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 118 27 0 31 Aug 2017
Multi-view Low-rank Sparse Subspace Clustering Maria Brbic I. Kopriva 91 392 0 29 Aug 2017
Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications B. Haeffele René Vidal 95 67 0 25 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 116 137 0 07 Aug 2017
Learning Sparse Representations in Reinforcement Learning with Sparse Coding Lei Le Raksha Kumaraswamy Martha White OffRL SSL 60 25 0 26 Jul 2017
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data Vatsal Sharan Kai Sheng Tai Peter Bailis Gregory Valiant 109 7 0 25 Jun 2017