-
2
-
-
84857819132
-
Theano: A CPU and GPU math expression compiler
-
Oral Presentation
-
Bergstra, J., Breuleux, O., Bastien, F., Lamblin, P., Pascanu, R., Desjardins, G., Turian, J., Warde-Farley, D., and Bengio, Y. (2010). Theano: a CPU and GPU math expression compiler. In Proceedings of the Python for Scientific Computing Conference (SciPy). Oral Presentation.
-
(2010)
Proceedings of the Python for Scientific Computing Conference (SciPy)
-
-
Bergstra, J.1
Breuleux, O.2
Bastien, F.3
Lamblin, P.4
Pascanu, R.5
Desjardins, G.6
Turian, J.7
Warde-Farley, D.8
Bengio, Y.9
-
5
-
-
85198028989
-
ImageNet: A large-scale hierarchical image database
-
Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., and Fei-Fei, L. (2009). ImageNet: A Large-Scale Hierarchical Image Database. In CVPR09.
-
(2009)
CVPR09
-
-
Deng, J.1
Dong, W.2
Socher, R.3
Li, L.-J.4
Li, K.5
Fei-Fei, L.6
-
6
-
-
80055055551
-
Why does unsupervised pre-training help deep learning?
-
11
-
Erhan, D., Bengio, Y., Courville, A., Manzagol, P., Vincent, P., and Bengio, S. ((11) 2010). Why does unsupervised pre-training help deep learning? J. Machine Learning Res.
-
(2010)
J. Machine Learning Res.
-
-
Erhan, D.1
Bengio, Y.2
Courville, A.3
Manzagol, P.4
Vincent, P.5
Bengio, S.6
-
7
-
-
79956025832
-
An overview of the hdf5 technology suite and its applications
-
ACM
-
Folk, M., Heber, G., Koziol, Q., Pourmal, E., and Robinson, D. (2011). An overview of the hdf5 technology suite and its applications. In Proceedings of the EDBT/ICDT 2011 Workshop on Array Databases, pages 36–47. ACM.
-
(2011)
Proceedings of the EDBT/ICDT 2011 Workshop on Array Databases
, pp. 36-47
-
-
Folk, M.1
Heber, G.2
Koziol, Q.3
Pourmal, E.4
Robinson, D.5
-
9
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
Hinton, G. E., Osindero, S., and Teh, Y. (2006). A fast learning algorithm for deep belief nets. Neural Computation, 18, 1527–1554.
-
(2006)
Neural Computation
, vol.18
, pp. 1527-1554
-
-
Hinton, G.E.1
Osindero, S.2
Teh, Y.3
-
10
-
-
84867720412
-
-
Technical report
-
Hinton, G. E., Srivastava, N., Krizhevsky, A., Sutskever, I., and Salakhutdinov, R. (2012). Improving neural networks by preventing co-adaptation of feature detectors. Technical report, arXiv:1207.0580.
-
(2012)
Improving Neural Networks by Preventing Co-Adaptation of Feature Detectors
-
-
Hinton, G.E.1
Srivastava, N.2
Krizhevsky, A.3
Sutskever, I.4
Salakhutdinov, R.5
-
12
-
-
85162000799
-
Topmoumoute online natural gradient algorithm
-
J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Cambridge, MA. MIT Press
-
Le Roux, N., Manzagol, P.-A., and Bengio, Y. (2008). Topmoumoute online natural gradient algorithm. In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20 (NIPS’07), Cambridge, MA. MIT Press.
-
(2008)
Advances in Neural Information Processing Systems 20 (NIPS’07)
-
-
Le Roux, N.1
Manzagol, P.-A.2
Bengio, Y.3
-
14
-
-
84865803833
-
Empirical evaluation and combination of advanced language modeling techniques
-
Mikolov, T., Deoras, A., Kombrink, S., Burget, L., and Cernocky, J. (2011). Empirical evaluation and combination of advanced language modeling techniques. In Proc. 12th annual conference of the international speech communication association (INTERSPEECH 2011).
-
(2011)
Proc. 12th Annual Conference of the International Speech Communication Association (INTERSPEECH 2011)
-
-
Mikolov, T.1
Deoras, A.2
Kombrink, S.3
Burget, L.4
Cernocky, J.5
-
15
-
-
80052403386
-
Higher order contractive auto-encoder
-
Rifai, S., Mesnil, G., Vincent, P., Muller, X., Bengio, Y., Dauphin, Y., and Glorot, X. (2011). Higher order contractive auto-encoder. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD).
-
(2011)
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
-
-
Rifai, S.1
Mesnil, G.2
Vincent, P.3
Muller, X.4
Bengio, Y.5
Dauphin, Y.6
Glorot, X.7
-
16
-
-
84865801985
-
Conversational speech transcription using context-dependent deep neural networks
-
Seide, F., Li, G., and Yu, D. (2011). Conversational speech transcription using context-dependent deep neural networks. In Interspeech 2011, pages 437–440.
-
(2011)
Interspeech 2011
, pp. 437-440
-
-
Seide, F.1
Li, G.2
Yu, D.3
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