Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition

Matching pursuits with time-frequency dictionaries

S Mallat and Z Zhang · 1993

Earlier work this paper cites.

Sparse coding with an overcomplete basis set: a strategy employed by v1?

B. A. Olshausen and D. J. Field · 1997

Earlier work this paper cites.

Gradient-based learning applied to document recognition

Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner · 1998

Earlier work this paper cites.

Atomic decomposition by basis pursuit

S.S. Chen, D.L. Donoho, and M.A. Saunders · 1999

Earlier work this paper cites.

Least angle regression, 2002,

B. Efron, T. Hastie, I. Johnstone, and R. Tibshirani · 2002

Earlier work this paper cites.

Training products of experts by minimizing contrastive divergence

G.E. Hinton · 2002

Earlier work this paper cites.

Optimally sparse representation in general (nonorthogonal) dictionaries via

DL Donoho and M Elad · 2003

Cited alongside, same era.

Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories

L. Fei-Fei, R. Fergus, and P. Perona · 2004

Cited alongside, same era.

K-svd and its non-negative variant for dictionary design

M. Aharon, M. Elad, and A.M. Bruckstein · 2005

Cited alongside, same era.

Image denoising via learned dictionaries and sparse representation

M. Elad and M. Aharon · 2006

Cited alongside, same era.

Efficient sparse coding algorithms

H. Lee, A. Battle, R. Raina, and A.Y. Ng · 2006

Cited alongside, same era.

Efficient learning of sparse representations with an energy-based model

M. Ranzato, C. Poultney, S. Chopra, and Y. LeCun · 2006

Reducing the dimensionality of data with neural networks

G.E. Hinton and R. R Salakhutdinov · 2006

Later among the works it cites.

Unsupervised learning of invariant feature hierarchies with applications to object recognition

M. Ranzato, F.J. Huang, Y. Boureau, and Y. LeCun · 2007

Later among the works it cites.

Sparse feature learning for deep belief networks

M. Ranzato, Y. Boureau, and Y. LeCun · 2007

Later among the works it cites.

Discriminative learned dictionaries for local image analysis

J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman · 2008

Later among the works it cites.

Learning sparse overcomplete codes for images

J.F. Murray and K. Kreutz-Delgado · 2008

Later among the works it cites.

Sparse coding via thresholding and local competition in neural circuits

C.J. Rozell, D.H. Johnson, Baraniuk R.G., and B.A. Olshausen · 2008