An MDL framework for sparse coding and dictionary learning

11 October 2011

Papers citing "An MDL framework for sparse coding and dictionary learning"

14 / 14 papers shown

Title
Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations with MDL-SAEs Kola Ayonrinde Michael T. Pearce Lee Sharkey MILM 39 6 0 15 Oct 2024
Low-Rank Matrix Recovery from Noise via an MDL Framework-based Atomic Norm Anyong Qin Lina Xian Yongliang Yang Taiping Zhang Yuanyan Tang 112 3 0 17 Sep 2020
Learning Simple Thresholded Features with Sparse Support Recovery Hongyu Xu Zhangyang Wang Haichuan Yang Ding Liu Ji Liu 89 32 0 16 Apr 2018
Binary Matrix Factorization via Dictionary Learning Ignacio Francisco Ramírez Paulino 19 2 0 16 Apr 2018
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World S. Garg Irina Rish Guillermo Cecchi A. Lozano OffRL CLL 115 6 0 22 Jan 2017
A survey of sparse representation: algorithms and applications Zheng Zhang Yong-mei Xu Jian Yang Xuelong Li David C. Zhang AI4TS 98 993 0 23 Feb 2016
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset T. Bouwmans A. Sobral S. Javed Soon Ki Jung E. Zahzah 99 332 0 04 Nov 2015
Image patch analysis of sunspots and active regions. II. Clustering via matrix factorization Kevin R. Moon V. Delouille Jimmy J. Li R. Visscher F. Watson Alfred Hero 20 7 0 10 Apr 2015
Image patch analysis of sunspots and active regions. I. Intrinsic dimension and correlation analysis Kevin R. Moon Jimmy J. Li V. Delouille R. Visscher F. Watson Alfred Hero 32 13 0 13 Mar 2015
Image patch analysis and clustering of sunspots: a dimensionality reduction approach Kevin R. Moon Jimmy J. Li V. Delouille F. Watson Alfred Hero 45 8 0 24 Jun 2014
Structured Dictionary Learning for Classification Yuanming Suo Minh Dao U. Srinivas V. Monga T. Tran 73 29 0 08 Jun 2014
Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning Jayaraman J. Thiagarajan Karthikeyan N. Ramamurthy A. Spanias SSL 78 76 0 03 Mar 2013
Learning Stable Multilevel Dictionaries for Sparse Representations Jayaraman J. Thiagarajan Karthikeyan N. Ramamurthy A. Spanias 69 29 0 03 Mar 2013
Universal Regularizers For Robust Sparse Coding and Modeling Ignacio Francisco Ramírez Paulino Guillermo Sapiro 100 43 0 15 Mar 2010