-
1
-
-
77953200931
-
-
http://yann.lecun.com/exdb/mnist/.
-
-
-
-
3
-
-
56449111857
-
Training hierarchical feed-forward visual recognition models using transfer learning from pseudo tasks
-
A. Ahmed, K. Yu, W. Xu, Y. Gong, and E. Xing. Training hierarchical feed-forward visual recognition models using transfer learning from pseudo tasks. In European Conference on Computer Vision, 2008.
-
European Conference on Computer Vision, 2008
-
-
Ahmed, A.1
Yu, K.2
Xu, W.3
Gong, Y.4
Xing, E.5
-
5
-
-
24644502276
-
Shape matching and object recognition using low distortion correspondences
-
A. C. Berg, T. L. Berg, and J. Malik. Shape matching and object recognition using low distortion correspondences. In CVPR, 2005.
-
(2005)
CVPR
-
-
Berg, A.C.1
Berg, T.L.2
Malik, J.3
-
7
-
-
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.
-
CVPR Workshop, 2004
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
8
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
DOI 10.1126/science.1127647
-
G. Hinton and R. R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, 2006. (Pubitemid 44148451)
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
11
-
-
70450177775
-
Learning invariant features through topographic filter maps
-
IEEE
-
K. Kavukcuoglu, M. Ranzato, R. Fergus, and Y. LeCun. Learning invariant features through topographic filter maps. In CVPR'09. IEEE, 2009.
-
(2009)
CVPR'09
-
-
Kavukcuoglu, K.1
Ranzato, M.2
Fergus, R.3
LeCun, Y.4
-
12
-
-
70049083257
-
-
Technical report, Computational and Biological Learning Lab, Courant Institute, NYU, Tech Report CBLL-TR-2008-12-101
-
K. Kavukcuoglu, M. Ranzato, and Y. LeCun. Fast inference in sparse coding algorithms with applications to object recognition. Technical report, Computational and Biological Learning Lab, Courant Institute, NYU, 2008. Tech Report CBLL-TR-2008-12-101
-
(2008)
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition
-
-
Kavukcuoglu, K.1
Ranzato, M.2
LeCun, Y.3
-
13
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
June
-
S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, June 2006.
-
(2006)
CVPR
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
14
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
November
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based 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
-
15
-
-
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
-
18
-
-
71149119164
-
Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
-
H. Lee, R. Grosse, R. Ranganath, and A. Y. Ng. Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations. In Proc. ICML, 2009.
-
Proc. ICML, 2009
-
-
Lee, H.1
Grosse, R.2
Ranganath, R.3
Ng, A.Y.4
-
20
-
-
52249097028
-
Nonlinear image representation using divisive normalization
-
S. Lyu and E. Simoncelli. Nonlinear image representation using divisive normalization. In CVPR, pages 1-8, 2008.
-
(2008)
CVPR
, pp. 1-8
-
-
Lyu, S.1
Simoncelli, E.2
-
21
-
-
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
-
22
-
-
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
-
23
-
-
0030779611
-
Sparse coding with an over-complete basis set: A strategy employed by v1?
-
B. A. Olshausen and D. J. Field. Sparse coding with an over-complete 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
-
26
-
-
84864069017
-
Efficient learning of sparse representations with an energy-based model
-
MIT Press
-
M. Ranzato, C. Poultney, S. Chopra, and Y. LeCun. Efficient learning of sparse representations with an energy-based model. In NIPS 2006. MIT Press, 2006.
-
(2006)
NIPS 2006
-
-
Ranzato, M.1
Poultney, C.2
Chopra, S.3
LeCun, Y.4
-
28
-
-
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
-
29
-
-
50649115912
-
Learning the discriminative power-invariance trade-off
-
M. Varma and D. Ray. Learning the discriminative power-invariance trade-off. In ICCV, 2007.
-
(2007)
ICCV
-
-
Varma, M.1
Ray, D.2
-
30
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, 2009.
-
(2009)
CVPR
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
31
-
-
33845566162
-
Svm-knn: Discriminative nearest neighbor classification for visual category recognition
-
H. Zhang, A. C. Berg, M. Maire, and J. Malik. Svm-knn: Discriminative nearest neighbor classification for visual category recognition. In CVPR, 2006.
-
(2006)
CVPR
-
-
Zhang, H.1
Berg, A.C.2
Maire, M.3
Malik, J.4
|