-
1
-
-
84869676680
-
-
http://yann.lecun.com/exdb/mnist/.
-
-
-
-
5
-
-
84932617705
-
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. Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories. In CVPR Workshop, 2004.
-
(2004)
CVPR Workshop
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
6
-
-
0034222304
-
Emergence of phase- and shiftinvariant features by decomposition of natural images into independent feature subspaces
-
Jul.
-
A. Hyvarinen and P. Hoyer. Emergence of phase- and shiftinvariant features by decomposition of natural images into independent feature subspaces. Neural Comput, 12(7):1705- 1720, 2000 Jul.
-
(2000)
Neural Comput
, vol.12
, Issue.7
, pp. 1705-1720
-
-
Hyvarinen, A.1
Hoyer, P.2
-
7
-
-
0034920427
-
A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
-
A. Hyvarinen and P. Hoyer. A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images. Vision Research, 41(18):2413- 2423, 2001.
-
(2001)
Vision Research
, vol.41
, Issue.18
, pp. 2413-2423
-
-
Hyvarinen, A.1
Hoyer, P.2
-
8
-
-
35649018818
-
Complex cell pooling and the statistics of natural images
-
Jun
-
A. Hyvarinen and U. Koster. Complex cell pooling and the statistics of natural images. Network, 18(2):81-100, 2007 Jun.
-
(2007)
Network
, vol.18
, Issue.2
, pp. 81-100
-
-
Hyvarinen, A.1
Koster, U.2
-
9
-
-
70049083257
-
Fast inference in sparse coding algorithms with applications to object recognition
-
Courant Institute, NYU, CBLL-TR-2008-12-01
-
K. Kavukcuoglu, M. Ranzato, and Y. LeCun. Fast inference in sparse coding algorithms with applications to object recognition. Technical report, CBLL, Courant Institute, NYU, 2008. CBLL-TR-2008-12-01.
-
(2008)
Technical Report, CBLL
-
-
Kavukcuoglu, K.1
Ranzato, M.2
Lecun, Y.3
-
10
-
-
0001380009
-
Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map
-
T. Kohonen. Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map. Biol. Cybern., 75:281-291, 1996.
-
(1996)
Biol. Cybern.
, vol.75
, pp. 281-291
-
-
Kohonen, T.1
-
11
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
IEEE, June
-
S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, pages 2169-2178. IEEE, June 2006.
-
(2006)
CVPR
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
12
-
-
0032203257
-
Gradientbased learning applied to document recognition
-
November
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradientbased learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, November 1998.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
13
-
-
5044231640
-
Learning methods for generic object recognition with invariance to pose and lighting
-
IEEE Press
-
Y. LeCun, F.-J. Huang, and L. Bottou. Learning methods for generic object recognition with invariance to pose and lighting. In Proceedings of CVPR'04. IEEE Press, 2004.
-
(2004)
Proceedings of CVPR'04
-
-
Lecun, Y.1
Huang, F.-J.2
Bottou, L.3
-
15
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 2004.
-
(2004)
IJCV
-
-
Lowe, D.1
-
16
-
-
51949103923
-
Discriminative learned dictionaries for local image analysis
-
J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Discriminative learned dictionaries for local image analysis. In CVPR, 2008.
-
(2008)
CVPR
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
Zisserman, A.5
-
18
-
-
33845569574
-
Multiclass object recognition with sparse, localized features
-
J. Mutch and D. Lowe. Multiclass object recognition with sparse, localized features. In CVPR, 2006.
-
(2006)
CVPR
-
-
Mutch, J.1
Lowe, D.2
-
19
-
-
0030779611
-
Sparse coding with an overcomplete basis set: A strategy employed by v1?
-
B. A. Olshausen and D. J. Field. Sparse coding with an overcomplete basis set: a strategy employed by v1? Vision Research, 37:3311-3325, 1997.
-
(1997)
Vision Research
, vol.37
, pp. 3311-3325
-
-
Olshausen, B.A.1
Field, D.J.2
-
20
-
-
33644900506
-
Topographic product models applied to natural scene statistics
-
Feb.
-
S. Osindero, M. Welling, and G. E. Hinton. Topographic product models applied to natural scene statistics. Neural Comput, 18(2):381-414, 2006 Feb.
-
(2006)
Neural Comput
, vol.18
, Issue.2
, pp. 381-414
-
-
Osindero, S.1
Welling, M.2
Hinton, G.E.3
-
22
-
-
34948870900
-
Unsupervised learning of invariant feature hierarchies with applications to object recognition
-
M. Ranzato, F. Huang, Y. Boureau, and Y. LeCun. Unsupervised learning of invariant feature hierarchies with applications to object recognition. In CVPR, 2007.
-
(2007)
CVPR
-
-
Ranzato, M.1
Huang, F.2
Boureau, Y.3
LeCun, Y.4
-
23
-
-
85112276587
-
Efficient learning of sparse representations with an energy-based model
-
M. Ranzato, C. Poultney, S. Chopra, and Y. LeCun. Efficient learning of sparse representations with an energy-based model. In NIPS, 2006.
-
(2006)
NIPS
-
-
Ranzato, M.1
Poultney, C.2
Chopra, S.3
LeCun, Y.4
-
24
-
-
51849128608
-
Sparse coding via thresholding and local competition in neural circuits
-
C. Rozell, D. Johnson, B. R.G., and B. Olshausen. Sparse coding via thresholding and local competition in neural circuits. Neural Computation, 2008.
-
(2008)
Neural Computation
-
-
Rozell, C.1
Johnson, D.2
Olshausen, B.3
-
25
-
-
24644511277
-
Object recognition with features inspired by visual cortex
-
T. Serre, L. Wolf, and T. Poggio. Object recognition with features inspired by visual cortex. In CVPR, 2005.
-
(2005)
CVPR
-
-
Serre, T.1
Wolf, L.2
Poggio, T.3
-
26
-
-
54749092170
-
80 million tiny images: A large dataset for nonparametric object and scene recognition
-
A. Torralba, R. Fergus, and W. T. Freeman. 80 million tiny images: A large dataset for nonparametric object and scene recognition. IEEE PAMI, 30(11):1958-1970, 2008.
-
(2008)
IEEE PAMI
, vol.30
, Issue.11
, pp. 1958-1970
-
-
Torralba, A.1
Fergus, R.2
Freeman, W.T.3
-
27
-
-
33746107071
-
Model selection and estimation in regression with grouped variables
-
M. Yuan and Y. Lin. Model selection and estimation in regression with grouped variables. Technical report, Univ. of Winsconsin, 2004.
-
(2004)
Technical Report, Univ. of Winsconsin
-
-
Yuan, M.1
Lin, Y.2
|