Sparse Coding
140 papers
Papers per year
4
2
5
7
6
12
7
22
11
10
16
3
11
5
5
3
5
2
1
3
'10
'15
'25
Papers
Group Sparse Coding
NeurIPS 2009
No evidence for active sparsification in the visual cortex
NeurIPS 2009
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations
NeurIPS 2009
Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis
NeurIPS 2009
Differentiable Sparse Coding
NeurIPS 2008
Estimating vector fields using sparse basis field expansions
NeurIPS 2008
Nonparametric regression and classification with joint sparsity constraints
NeurIPS 2008
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images
NeurIPS 2008
Supervised Dictionary Learning
NeurIPS 2008
On Sparsity and Overcompleteness in Image Models
NeurIPS 2007
Sparse Overcomplete Latent Variable Decomposition of Counts Data
NeurIPS 2007
Efficient Learning of Sparse Representations with an Energy-Based Model
NeurIPS 2006
Efficient sparse coding algorithms
NeurIPS 2006
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation
NeurIPS 2006
Sparse Representation for Signal Classification
NeurIPS 2006