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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

Estimating vector fields using sparse basis field expansions NIPS 2008
Hierarchical Penalization NIPS 2007
Sparse deep belief net model for visual area V2 NIPS 2007
Learning Horizontal Connections in a Sparse Coding Model of Natural Images NIPS 2007
On Sparsity and Overcompleteness in Image Models NIPS 2007
Sparse Overcomplete Latent Variable Decomposition of Counts Data NIPS 2007
Emergence of conjunctive visual features by quadratic independent component analysis NIPS 2006
Efficient sparse coding algorithms NIPS 2006
Energy-Based Models for Sparse Overcomplete Representations JMLR 2003