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sparse coding

251 papers

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Papers

Deep Coding Network NeurIPS 2010 Energy Disaggregation via Discriminative Sparse Coding NeurIPS 2010 Factorized Latent Spaces with Structured Sparsity NeurIPS 2010 Group Sparse Coding with a Laplacian Scale Mixture Prior NeurIPS 2010 Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010 Learning Convolutional Feature Hierarchies for Visual Recognition NeurIPS 2010 Online Learning for Matrix Factorization and Sparse Coding JMLR 2010 Sparse Coding for Learning Interpretable Spatio-Temporal Primitives NeurIPS 2010 The Maximal Causes of Natural Scenes are Edge Filters NeurIPS 2010 A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds NeurIPS 2009 Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NeurIPS 2009 Group Sparse Coding NeurIPS 2009 No evidence for active sparsification in the visual cortex NeurIPS 2009 Artificial Olfactory Brain for Mixture Identification NeurIPS 2008 Bayesian Inference and Optimal Design for the Sparse Linear Model JMLR 2008 Differentiable Sparse Coding NeurIPS 2008 Estimating vector fields using sparse basis field expansions NeurIPS 2008 Resolution Limits of Sparse Coding in High Dimensions NeurIPS 2008 Hierarchical Penalization NeurIPS 2007 Learning Horizontal Connections in a Sparse Coding Model of Natural Images NeurIPS 2007 On Sparsity and Overcompleteness in Image Models NeurIPS 2007 Sparse deep belief net model for visual area V2 NeurIPS 2007 Sparse Overcomplete Latent Variable Decomposition of Counts Data NeurIPS 2007 Efficient sparse coding algorithms NeurIPS 2006 Emergence of conjunctive visual features by quadratic independent component analysis NeurIPS 2006