-
2
-
-
84889066937
-
Signal recovery from thresholded frame measurements
-
August
-
Boche, Holger, Guillemard, Mijail, Kutyniok, Gitta, and Philipp, Friedrich. Signal recovery from thresholded frame measurements. In SPIE 8858, Wavelets and Sparsity XV, August 2013.
-
(2013)
SPIE 8858, Wavelets and Sparsity XV
-
-
Boche, H.1
Guillemard, M.2
Kutyniok, G.3
Philipp, F.4
-
4
-
-
84862276319
-
A spike and slab restricted boltzmann machine
-
Courville, Aaron C, Bergstra, James, and Bengio, Yoshua. A spike and slab restricted boltzmann machine. In International Conference on Artificial Intelligence and Statistics, pp. 233–241, 2011.
-
(2011)
International Conference on Artificial Intelligence and Statistics
, pp. 233-241
-
-
Courville, A.C.1
Bergstra, J.2
Bengio, Y.3
-
7
-
-
84867720412
-
Improving neural networks by preventing co-adaptation of feature detectors
-
Hinton, Geoffrey E., Srivastava, Nitish, Krizhevsky, Alex, Sutskever, Ilya, and Salakhutdinov, Ruslan. Improving neural networks by preventing co-adaptation of feature detectors. CoRR, abs/1207.0580, 2012.
-
(2012)
CoRR
-
-
Hinton, G.E.1
Srivastava, N.2
Krizhevsky, A.3
Sutskever, I.4
Salakhutdinov, R.5
-
8
-
-
0003905759
-
-
John Wiley & Sons
-
Hyvärinen, Aapo, Karhunen, Juha, and Oja, Erkki. Independent component analysis, volume 46. John Wiley & Sons, 2004.
-
(2004)
Independent Component Analysis
, vol.46
-
-
Hyvärinen, A.1
Karhunen, J.2
Oja, E.3
-
15
-
-
80052874098
-
Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis
-
Le, Q.V., Zou, W.Y., Yeung, S.Y., and Ng, A.Y. Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis. In CVPR, 2011.
-
(2011)
CVPR
-
-
Le, Q.V.1
Zou, W.Y.2
Yeung, S.Y.3
Ng, A.Y.4
-
16
-
-
85161980001
-
Sparse deep belief net model for visual area v2
-
Lee, Honglak, Ekanadham, Chaitanya, and Ng, Andrew. Sparse deep belief net model for visual area v2. In Advances in Neural Information Processing Systems 20, 2008.
-
(2008)
Advances in Neural Information Processing Systems
, vol.20
-
-
Lee, H.1
Ekanadham, C.2
Ng, A.3
-
17
-
-
84970975063
-
K-sparse autoencoders
-
Makhzani, Alireza and Frey, Brendan. k-sparse autoencoders. CoRR, abs/1312.5663, 2013.
-
(2013)
CoRR
-
-
Makhzani, A.1
Frey, B.2
-
19
-
-
84898931562
-
On the representational efficiency of restricted boltzmann machines
-
Martens, James, Chattopadhyay, Arkadev, Pitassi, Toniann, and Zemel, Richard. On the representational efficiency of restricted boltzmann machines. In Neural Information Processing Systems (NIPS) 2013, 2013.
-
(2013)
Neural Information Processing Systems (NIPS) 2013
-
-
Martens, J.1
Chattopadhyay, A.2
Pitassi, T.3
Zemel, R.4
-
20
-
-
84856650170
-
Gradient-based learning of higher-order image features
-
Memisevic, Roland. Gradient-based learning of higher-order image features. In ICCV, 2011.
-
(2011)
ICCV
-
-
Memisevic, R.1
-
21
-
-
34948828582
-
Unsupervised learning of image transformations
-
Memisevic, Roland and Hinton, Geoffrey. Unsupervised learning of image transformations. In CVPR, 2007.
-
(2007)
CVPR
-
-
Memisevic, R.1
Hinton, G.2
-
22
-
-
77953520240
-
Learning to represent spatial transformations with factored higher-order boltzmann machines
-
June
-
Memisevic, Roland and Hinton, Geoffrey E. Learning to represent spatial transformations with factored higher-order boltzmann machines. Neural Computation, 22(6):1473–1492, June 2010. ISSN 0899-7667.
-
(2010)
Neural Computation
, vol.22
, Issue.6
, pp. 1473-1492
-
-
Memisevic, R.1
Hinton, G.E.2
-
23
-
-
34548238604
-
Bilinear models of natural images
-
San Jose
-
Olshausen, Bruno, Cadieu, Charles, Culpepper, Jack, and Warland, David. Bilinear models of natural images. In SPIE Proceedings: Human Vision Electronic Imaging XII, San Jose, 2007.
-
(2007)
SPIE Proceedings: Human Vision Electronic Imaging XII
-
-
Olshausen, B.1
Cadieu, C.2
Culpepper, J.3
Warland, D.4
-
24
-
-
34948870900
-
Unsupervised learning of invariant feature hierarchies with applications to object recognition
-
IEEE
-
Ranzato, M, Huang, Fu Jie, Boureau, Y-L, and LeCun, Yann. Unsupervised learning of invariant feature hierarchies with applications to object recognition. In Computer Vision and Pattern Recognition, 2007. CVPR’07. IEEE Conference on, pp. 1–8. IEEE, 2007.
-
(2007)
Computer Vision and Pattern Recognition, 2007. CVPR’07. IEEE Conference on
, pp. 1-8
-
-
Ranzato, M.1
Huang, F.J.2
Boureau, Y.-L.3
LeCun, Y.4
-
26
-
-
85083950242
-
On the number of inference regions of deep feed forward networks with piece-wise linear activations
-
Razvan Pascanu, Guido Montufar, Yoshua Bengio. On the number of inference regions of deep feed forward networks with piece-wise linear activations. CoRR, arXiv:1312.6098, 2014.
-
(2014)
CoRR
-
-
Pascanu, R.1
Montufar, G.2
Bengio, Y.3
-
27
-
-
80053460450
-
Contractive auto-encoders: Explicit invariance during feature extraction
-
Rifai, Salah, Vincent, Pascal, Muller, Xavier, Glorot, Xavier, and Bengio, Yoshua. Contractive Auto-Encoders: Explicit Invariance During Feature Extraction. In ICML, 2011.
-
(2011)
ICML
-
-
Rifai, S.1
Vincent, P.2
Muller, X.3
Glorot, X.4
Bengio, Y.5
-
28
-
-
51849128608
-
Sparse coding via thresholding and local competition in neural circuits
-
Rozell, Christopher J, Johnson, Don H, Baraniuk, Richard G, and Olshausen, Bruno A. Sparse coding via thresholding and local competition in neural circuits. Neural computation, 20(10):2526–2563, 2008.
-
(2008)
Neural Computation
, vol.20
, Issue.10
, pp. 2526-2563
-
-
Rozell, C.J.1
Johnson, D.H.2
Baraniuk, R.G.3
Olshausen, B.A.4
-
29
-
-
80053448548
-
On random weights and unsupervised feature learning
-
Saxe, Andrew, Koh, Pang Wei, Chen, Zhenghao, Bhand, Maneesh, Suresh, Bipin, and Ng, Andrew. On random weights and unsupervised feature learning. In Proceedings of the 28th International Conference on Machine Learning, 2011.
-
(2011)
Proceedings of the 28th International Conference on Machine Learning
-
-
Saxe, A.1
Koh, P.W.2
Chen, Z.3
Bhand, M.4
Suresh, B.5
Ng, A.6
-
30
-
-
84867652321
-
Convolutional learning of spatio-temporal features
-
Taylor, Graham W., Fergus, Rob, LeCun, Yann, and Bregler, Christoph. Convolutional learning of spatio-temporal features. In Proceedings of the 11th European conference on Computer vision: Part VI, ECCV’10, 2010.
-
(2010)
Proceedings of the 11th European Conference on Computer Vision: Part VI, ECCV’10
-
-
Taylor, G.W.1
Fergus, R.2
LeCun, Y.3
Bregler, C.4
-
31
-
-
56449089103
-
Extracting and composing robust features with denoising autoencoders
-
Vincent, Pascal, Larochelle, Hugo, Bengio, Yoshua, and Manzagol, Pierre-Antoine. Extracting and composing robust features with denoising autoencoders. In Proceedings of the 25th international conference on Machine learning, 2008.
-
(2008)
Proceedings of the 25th International Conference on Machine Learning
-
-
Vincent, P.1
Larochelle, H.2
Bengio, Y.3
Manzagol, P.-A.4
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