Sparse Modeling for Image and Vision Processing

12 November 2014

Papers citing "Sparse Modeling for Image and Vision Processing"

48 / 48 papers shown

Title
Interpreting the Linear Structure of Vision-language Model Embedding Spaces Isabel Papadimitriou Huangyuan Su Thomas Fel Naomi Saphra Sham Kakade Stephanie Gil VLM 54 0 0 16 Apr 2025
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment Harrish Thasarathan Julian Forsyth Thomas Fel M. Kowal Konstantinos G. Derpanis 111 7 0 06 Feb 2025
Optimal Regularization for a Data Source Oscar Leong Eliza O'Reilly Yong Sheng Soh V. Chandrasekaran 25 4 0 27 Dec 2022
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity Faisal Hamman Jiahao Chen Sanghamitra Dutta 25 9 0 03 Nov 2022
Revisiting Sparse Convolutional Model for Visual Recognition Xili Dai Mingyang Li Pengyuan Zhai Shengbang Tong Xingjian Gao Shao-Lun Huang Zhihui Zhu Chong You Y. Ma FAtt 35 27 0 24 Oct 2022
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing Alexandre Zouaoui Gedeon Muhawenayo Behnood Rasti Jocelyn Chanussot Julien Mairal 18 16 0 22 Sep 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 28 7 0 14 Feb 2022
Sparse Coding with Multi-Layer Decoders using Variance Regularization Katrina Evtimova Yann LeCun BDL OffRL 18 9 0 16 Dec 2021
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning Zixin Wen Yuanzhi Li SSL MLT 32 131 0 31 May 2021
A Survey on Ensemble Learning under the Era of Deep Learning Yongquan Yang Haijun Lv Ning Chen OOD 67 182 0 21 Jan 2021
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
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
Sparse Optimization on Measures with Over-parameterized Gradient Descent Lénaïc Chizat 21 92 0 24 Jul 2019
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 28 376 0 11 May 2019
Controlling Neural Networks via Energy Dissipation Michael Möller Thomas Möllenhoff Daniel Cremers 33 17 0 05 Apr 2019
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution Yuqian Zhang Yenson Lau Han-Wen Kuo S. Cheung A. Pasupathy John N. Wright 24 49 0 07 Jan 2019
Basis Pursuit Denoise with Nonsmooth Constraints R. Baraldi Rajiv Kumar Aleksandr Aravkin 30 10 0 28 Nov 2018
Subgradient Descent Learns Orthogonal Dictionaries Yu Bai Qijia Jiang Ju Sun 20 51 0 25 Oct 2018
A comprehensive study of sparse representation techniques for offline signature verification E. Zois Dimitrios Tsourounis Ilias Theodorakopoulos A. Kesidis G. Economou 20 32 0 13 Jul 2018
Multimodal Image Denoising based on Coupled Dictionary Learning P. Song M. Rodrigues 14 6 0 26 Jun 2018
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis Daan Wynen Cordelia Schmid Julien Mairal 6 26 0 28 May 2018
Multi-Layer Sparse Coding: The Holistic Way Aviad Aberdam Jeremias Sulam Michael Elad 17 34 0 25 Apr 2018
Machine learning based hyperspectral image analysis: A survey Utsav B. Gewali S. Monteiro E. Saber 24 115 0 23 Feb 2018
Structured low-rank matrix completion for forecasting in time series analysis J. Gillard K. Usevich AI4TS 20 22 0 22 Feb 2018
Convolutional Analysis Operator Learning: Acceleration and Convergence Il Yong Chun Jeffrey A. Fessler 30 46 0 15 Feb 2018
Travel time tomography with adaptive dictionaries Michael J. Bianco Peter Gerstoft 15 36 0 16 Dec 2017
Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders Hongyu Shen D. George Eliu A. Huerta Zhizhen Zhao 32 66 0 27 Nov 2017
Convolutional Dictionary Learning: A Comparative Review and New Algorithms Cristina Garcia Cardona B. Wohlberg 16 176 0 09 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia Cardona B. Wohlberg W. Yin 24 27 0 31 Aug 2017
An Analysis of Human-centered Geolocation Kaili Wang Yu-Hui Huang José Oramas Luc Van Gool Tinne Tuytelaars 29 6 0 10 Jul 2017
Convolutional Sparse Representations with Gradient Penalties B. Wohlberg 16 22 0 12 May 2017
Convolutional Dictionary Learning via Local Processing Vardan Papyan Yaniv Romano Jeremias Sulam Michael Elad 19 141 0 09 May 2017
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences Danil Kuzin Olga Isupova Lyudmila Mihaylova 21 5 0 27 Apr 2017
Learning Semidefinite Regularizers Yong Sheng Soh V. Chandrasekaran 31 6 0 05 Jan 2017
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images Noel Codella Q. Nguyen Sharath Pankanti David Gutman Brian Helba Allan Halpern John R. Smith 37 527 0 14 Oct 2016
An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration Hongzhou Lin Julien Mairal Zaïd Harchaoui 28 13 0 04 Oct 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 59 284 0 27 Jul 2016
Social-sparsity brain decoders: faster spatial sparsity Gaël Varoquaux M. Kowalski B. Thirion 23 4 0 21 Jun 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 12 65 0 01 Mar 2016
An improved analysis of the ER-SpUD dictionary learning algorithm Jarosław Błasiok Jelani Nelson 8 13 0 18 Feb 2016
VideoStory Embeddings Recognize Events when Examples are Scarce A. Habibian Thomas Mensink Cees G. M. Snoek 16 11 0 08 Nov 2015
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 18 109 0 29 Jul 2015
Reader-Aware Multi-Document Summarization via Sparse Coding Piji Li Lidong Bing Wai Lam Hang Li Yi Liao 16 47 0 28 Apr 2015
Linear Spatial Pyramid Matching Using Non-convex and non-negative Sparse Coding for Image Classification Chengqiang Bao Liangtian He Yilun Wang 16 5 0 27 Apr 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 33 202 0 26 Apr 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 16 111 0 15 Dec 2014
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 81 204 0 06 Jun 2012
$On Verifiable Sufficient Conditions for Sparse Signal Recovery via $\ell_1$ Minimization$ On Verifiable Sufficient Conditions for Sparse Signal Recovery via $\ell_1$ Minimization A. Juditsky A. Nemirovski 106 142 0 16 Sep 2008