-
1
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
-
B. A. Olshausen and D. J. Field. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381:607 - 609, 1996.
-
(1996)
Nature
, vol.381
, pp. 607-609
-
-
Olshausen, B.A.1
Field, D.J.2
-
2
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
D. D. Lee and H. S. Seung. Learning the parts of objects by non-negative matrix factorization. Nature, 401(6755):788-91, 1999.
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
4
-
-
1842733191
-
Greedy learning of multiple objects in images using robust statistics and factorial learning
-
C. K. I. Williams and M. K. Titsias. Greedy learning of multiple objects in images using robust statistics and factorial learning. Neural Computation, 16(5):1039-1062, 2004.
-
(2004)
Neural Computation
, vol.16
, Issue.5
, pp. 1039-1062
-
-
Williams, C.K.I.1
Titsias, M.K.2
-
5
-
-
11844251371
-
Restoring partly occluded patterns: A neural network model
-
K. Fukushima. Restoring partly occluded patterns: a neural network model. Neural Networks, 18(1):33-43, 2005.
-
(2005)
Neural Networks
, vol.18
, Issue.1
, pp. 33-43
-
-
Fukushima, K.1
-
6
-
-
33646798105
-
Analysis of cluttered scenes using an elastic matching approach for stereo images
-
C. Eckes, J. Triesch, and C. von der Malsburg. Analysis of cluttered scenes using an elastic matching approach for stereo images. Neural Computation, 18(6):1441-1471, 2006.
-
(2006)
Neural Computation
, vol.18
, Issue.6
, pp. 1441-1471
-
-
Eckes, C.1
Triesch, J.2
Von Der Malsburg, C.3
-
7
-
-
0002788893
-
A view of the EM algorithm that justifies incremental, sparse, and other variants
-
M. I. Jordan, editor Kluwer
-
R. M. Neal and G. E. Hinton. A view of the EM algorithm that justifies incremental, sparse, and other variants. In M. I. Jordan, editor, Learning in Graphical Models. Kluwer, 1998.
-
(1998)
Learning in Graphical Models
-
-
Neal, R.M.1
Hinton, G.E.2
-
8
-
-
46749096794
-
Maximal causes for non-linear component extraction
-
J. Lücke and M. Sahani. Maximal causes for non-linear component extraction. Journal of Machine Learning Research, 9:1227 - 1267, 2008.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1227-1267
-
-
Lücke, J.1
Sahani, M.2
-
9
-
-
0032029288
-
Deterministic annealing EM algorithm
-
N. Ueda and R. Nakano. Deterministic annealing EM algorithm. Neural Networks, 11(2):271-282, 1998.
-
(1998)
Neural Networks
, vol.11
, Issue.2
, pp. 271-282
-
-
Ueda, N.1
Nakano, R.2
-
11
-
-
0025604930
-
Forming sparse representations by local anti-hebbian learning
-
P. Földiák. Forming sparse representations by local anti-Hebbian learning. Biol Cybern, 64:165 - 170, 1990.
-
(1990)
Biol Cybern
, vol.64
, pp. 165-170
-
-
Földiák, P.1
-
12
-
-
33646697510
-
Learning image components for object recognition
-
M. W. Spratling. Learning image components for object recognition. Journal of Machine Learning Research, 7:793 - 815, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 793-815
-
-
Spratling, M.W.1
-
14
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
P. O. Hoyer. Non-negative matrix factorization with sparseness constraints. Journal of Machine Learning Research, 5:1457-1469, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
-
16
-
-
0038159929
-
Learning optimized features for hierarchical models of invariant object recognition
-
H. Wersing and E. Körner. Learning optimized features for hierarchical models of invariant object recognition. Neural Computation, 15(7):1559-1588, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.7
, pp. 1559-1588
-
-
Wersing, H.1
Körner, E.2
-
17
-
-
67149111610
-
Learning natural image structure with a horizontal product model
-
U. Köster, J. T. Lindgren, M. Gutmann, and A. Hyvärinen. Learning natural image structure with a horizontal product model. In Int. Conf. on Independent Component Analysis and Signal Separation (ICA), pages 507-514, 2009.
-
(2009)
Int. Conf. on Independent Component Analysis and Signal Separation (ICA)
, pp. 507-514
-
-
Köster, U.1
Lindgren, J.T.2
Gutmann, M.3
Hyvärinen, A.4
-
18
-
-
58149518607
-
A recurrent dynamic model for correspondence-based face recognition
-
P. Wolfrum, C. Wolff, J. Lücke, and C. von der Malsburg. A recurrent dynamic model for correspondence-based face recognition. Journal of Vision, 8(7):1-18, 2008.
-
(2008)
Journal of Vision
, vol.8
, Issue.7
, pp. 1-18
-
-
Wolfrum, P.1
Wolff, C.2
Lücke, J.3
Von Der Malsburg, C.4
-
19
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
D. G. Lowe. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60(2):91-110, 2004.
-
(2004)
International Journal of Computer Vision
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.G.1
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