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dictionary learning

277 papers

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Also known as

DICL DL

Co-occurring keywords

sparse coding (234) sparse representation (297) feature extraction (1578) feature learning (1309) image classification (1943) online learning (1770) representation learning (6174) unsupervised learning (3255) matrix factorization (529) compressive sensing (126)

Papers

Beta Process Joint Dictionary Learning for Coupled Feature Spaces with Application to Single Image Super-Resolution CVPR 2013
Forward Basis Selection for Sparse Approximation over Dictionary AISTATS 2012
Exact Recovery of Sparsely-Used Dictionaries COLT 2012
Spatial Locality-Aware Sparse Coding and Dictionary Learning ACML 2012
Online L1-Dictionary Learning with Application to Novel Document Detection NIPS 2012
Hierarchical Latent Dictionaries for Models of Brain Activation AISTATS 2012
Discriminatively Trained Sparse Code Gradients for Contour Detection NIPS 2012
Proximal Methods for Hierarchical Sparse Coding JMLR 2011
The Sample Complexity of Dictionary Learning COLT 2011
Structured sparse coding via lateral inhibition NIPS 2011
The Sample Complexity of Dictionary Learning JMLR 2011
Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011
On the Analysis of Multi-Channel Neural Spike Data NIPS 2011
Sparse Estimation with Structured Dictionaries NIPS 2011
Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NIPS 2011
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
Convex and Network Flow Optimization for Structured Sparsity JMLR 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
Sparse Coding for Learning Interpretable Spatio-Temporal Primitives NIPS 2010
Structured Sparse Principal Component Analysis AISTATS 2010
Online Learning for Matrix Factorization and Sparse Coding JMLR 2010
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NIPS 2009
Group Sparse Coding NIPS 2009
Supervised Dictionary Learning NIPS 2008
Learning Horizontal Connections in a Sparse Coding Model of Natural Images NIPS 2007