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sparse coding

234 papers

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Also known as

SCSPM SC SRC

Co-occurring keywords

dictionary learning (277) sparse representation (297) feature learning (1309) feature extraction (1578) unsupervised learning (3255) representation learning (6174) image classification (1943) matrix factorization (529) variational inference (2069) generative model (2889)

Papers

Cardinality Restricted Boltzmann Machines NIPS 2012
Structured sparse coding via lateral inhibition NIPS 2011
Proximal Methods for Hierarchical Sparse Coding JMLR 2011
Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NIPS 2011
Dimensionality Reduction Using the Sparse Linear Model NIPS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
Select and Sample - A Model of Efficient Neural Inference and Learning NIPS 2011
Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms NIPS 2011
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Sparse Coding for Learning Interpretable Spatio-Temporal Primitives NIPS 2010
Factorized Latent Spaces with Structured Sparsity NIPS 2010
Learning Convolutional Feature Hierarchies for Visual Recognition NIPS 2010
Energy Disaggregation via Discriminative Sparse Coding NIPS 2010
The Maximal Causes of Natural Scenes are Edge Filters NIPS 2010
Group Sparse Coding with a Laplacian Scale Mixture Prior NIPS 2010
Deep Coding Network NIPS 2010
Online Learning for Matrix Factorization and Sparse Coding JMLR 2010
Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NIPS 2009
No evidence for active sparsification in the visual cortex NIPS 2009
A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds NIPS 2009
Group Sparse Coding NIPS 2009
Differentiable Sparse Coding NIPS 2008
Resolution Limits of Sparse Coding in High Dimensions NIPS 2008
Bayesian Inference and Optimal Design for the Sparse Linear Model JMLR 2008
Artificial Olfactory Brain for Mixture Identification NIPS 2008