-
1
-
-
84897544737
-
-
arXiv preprint
-
Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, James Bergstra, Ian Goodfellow, Arnaud Bergeron, Nicolas Bouchard, David Warde-Farley, and Yoshua Bengio. Theano: new features and speed improvements. arXiv preprint arXiv:1211.5590, 2012.
-
(2012)
Theano: New Features and Speed Improvements
-
-
Bastien, F.1
Lamblin, P.2
Pascanu, R.3
Bergstra, J.4
Goodfellow, I.5
Bergeron, A.6
Bouchard, N.7
Warde-Farley, D.8
Bengio, Y.9
-
4
-
-
84857819132
-
Theano: A cpu and GPU math expression compiler
-
Austin, TX
-
James Bergstra, Olivier Breuleux, Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, David Warde-Farley, and Yoshua Bengio. Theano: a cpu and gpu math expression compiler. In Proceedings of the Python for scientific computing conference (SciPy), volume 4, pp. 3. Austin, TX, 2010.
-
(2010)
Proceedings of the Python for Scientific Computing Conference (SciPy)
, vol.4
, pp. 3
-
-
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
-
6
-
-
85019228440
-
Infogan: Interpretable representation learning by information maximizing generative adversarial nets
-
Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, and Pieter Abbeel. Infogan: Interpretable representation learning by information maximizing generative adversarial nets. In Advances in Neural Information Processing Systems, pp. 2172-2180, 2016.
-
(2016)
Advances in Neural Information Processing Systems
, pp. 2172-2180
-
-
Chen, X.1
Duan, Y.2
Houthooft, R.3
Schulman, J.4
Sutskever, I.5
Abbeel, P.6
-
10
-
-
84937849144
-
Generative adversarial nets
-
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. Generative adversarial nets. In Advances in Neural Information Processing Systems, pp. 2672-2680, 2014.
-
(2014)
Advances in Neural Information Processing Systems
, pp. 2672-2680
-
-
Goodfellow, I.1
Pouget-Abadie, J.2
Mirza, M.3
Xu, B.4
Warde-Farley, D.5
Ozair, S.6
Courville, A.7
Bengio, Y.8
-
11
-
-
84892421248
-
-
arXiv preprint
-
Ian J Goodfellow, David Warde-Farley, Mehdi Mirza, Aaron Courville, and Yoshua Bengio. Maxout networks. arXiv preprint arXiv:1302.4389, 2013.
-
(2013)
Maxout Networks
-
-
Goodfellow, I.J.1
Warde-Farley, D.2
Mirza, M.3
Courville, A.4
Bengio, Y.5
-
15
-
-
84930643107
-
Semi-supervised learning with deep generative models
-
Diederik P Kingma, Shakir Mohamed, Danilo Jimenez Rezende, and Max Welling. Semi-supervised learning with deep generative models. In Advances in Neural Information Processing Systems, pp. 3581-3589, 2014.
-
(2014)
Advances in Neural Information Processing Systems
, pp. 3581-3589
-
-
Kingma, D.P.1
Mohamed, S.2
Rezende, D.J.3
Welling, M.4
-
20
-
-
0025952277
-
Divergence measures based on the shannon entropy
-
Jianhua Lin. Divergence measures based on the shannon entropy. Information Theory, IEEE Transactions on, 37(1):145-151, 1991.
-
(1991)
Information Theory, IEEE Transactions on
, vol.37
, Issue.1
, pp. 145-151
-
-
Lin, J.1
-
21
-
-
84973917446
-
Deep learning face attributes in the wild
-
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang. Deep learning face attributes in the wild. In Proceedings of the IEEE International Conference on Computer Vision, pp. 3730-3738, 2015.
-
(2015)
Proceedings of the IEEE International Conference on Computer Vision
, pp. 3730-3738
-
-
Liu, Z.1
Luo, P.2
Wang, X.3
Tang, X.4
-
24
-
-
84865114495
-
Reading digits in natural images with unsupervised feature learning
-
Granada, Spain, 2011
-
Yuval Netzer, Tao Wang, Adam Coates, Alessandro Bissacco, Bo Wu, and Andrew Y Ng. Reading digits in natural images with unsupervised feature learning. In NIPS workshop on deep learning and unsupervised feature learning, volume 2011, pp. 4. Granada, Spain, 2011.
-
(2011)
NIPS Workshop on Deep Learning and Unsupervised Feature Learning
, pp. 4
-
-
Netzer, Y.1
Wang, T.2
Coates, A.3
Bissacco, A.4
Wu, B.5
Ng, A.Y.6
-
27
-
-
84965136229
-
Semi-supervised learning with ladder network
-
2015
-
Antti Rasmus, Harri Valpola, Mikko Honkala, Mathias Berglund, and Tapani Raiko. Semi-supervised learning with ladder network. In Advances in Neural Information Processing Systems, 2015, 2015.
-
(2015)
Advances in Neural Information Processing Systems
-
-
Rasmus, A.1
Valpola, H.2
Honkala, M.3
Berglund, M.4
Raiko, T.5
-
29
-
-
84947041871
-
Imagenet large scale visual recognition challenge
-
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, et al. Imagenet large scale visual recognition challenge. International Journal of Computer Vision, 115(3):211-252, 2015.
-
(2015)
International Journal of Computer Vision
, vol.115
, Issue.3
, pp. 211-252
-
-
Russakovsky, O.1
Deng, J.2
Su, H.3
Krause, J.4
Satheesh, S.5
Ma, S.6
Huang, Z.7
Karpathy, A.8
Khosla, A.9
Bernstein, M.10
-
30
-
-
84989923527
-
-
arXiv preprint
-
Tim Salimans, Ian J. Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen. Improved techniques for training gans. arXiv preprint arXiv:1606.03498, 2016.
-
(2016)
Improved Techniques for Training Gans
-
-
Salimans, T.1
Goodfellow, I.J.2
Zaremba, W.3
Cheung, V.4
Radford, A.5
Chen, X.6
-
31
-
-
85046131418
-
-
arXiv preprint
-
Wenzhe Shi, Jose Caballero, Lucas Theis, Ferenc Huszar, Andrew Aitken, Christian Ledig, and Zehan Wang. Is the deconvolution layer the same as a convolutional layer? arXiv preprint arXiv:1609.07009, 2016.
-
(2016)
Is the Deconvolution Layer the Same as a Convolutional Layer?
-
-
Shi, W.1
Caballero, J.2
Theis, L.3
Huszar, F.4
Aitken, A.5
Ledig, C.6
Wang, Z.7
-
35
-
-
85011070895
-
-
arXiv preprint
-
Aaron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, and Koray Kavukcuoglu. Wavenet: A generative model for raw audio. arXiv preprint arXiv:1609.03499, 2016a.
-
(2016)
Wavenet: A Generative Model for Raw Audio
-
-
Van Den Oord, A.1
Dieleman, S.2
Zen, H.3
Simonyan, K.4
Vinyals, O.5
Graves, A.6
Kalchbrenner, N.7
Senior, A.W.8
Kavukcuoglu, K.9
-
37
-
-
85018927054
-
-
arXiv preprint
-
Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, and Koray Kavukcuoglu. Conditional image generation with pixelcnn decoders. arXiv preprint arXiv:1606.05328, 2016c.
-
(2016)
Conditional Image Generation with Pixelcnn Decoders
-
-
Van Den Oord, A.1
Kalchbrenner, N.2
Vinyals, O.3
Espeholt, L.4
Graves, A.5
Kavukcuoglu, K.6
-
38
-
-
84962564531
-
-
arXiv preprint
-
Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, and Yoshua Bengio. Blocks and fuel: Frameworks for deep learning. arXiv preprint arXiv:1506.00619, 2015.
-
(2015)
Blocks and Fuel: Frameworks for Deep Learning
-
-
Van Merriënboer, B.1
Bahdanau, D.2
Dumoulin, V.3
Serdyuk, D.4
Warde-Farley, D.5
Chorowski, J.6
Bengio, Y.7
|