bibliography.bib

@misc{karpathy_convolutional_2015,
	title = {Convolutional {Neural} {Networks} ({CNNs} / {ConvNets})},
	url = {http://cs231n.github.io/convolutional-networks/},
	author = {Karpathy, Andrej},
	year = {2015}
}

@inproceedings{cornish_towards_2018,
	title = {Towards a {Testable} {Notion} of {Generalization} for {Generative} {Adversarial} {Networks}},
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@article{portilla_parametric_2000,
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	url = {https://doi.org/10.1023/A:1026553619983},
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@inproceedings{theis_note_2016,
	title = {A note on the evaluation of generative models},
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@inproceedings{le_building_2012,
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@misc{noauthor_c++_nodate,
	type = {wiki},
	title = {C++ - {Eigen} {Doc}},
	url = {https://eigen.tuxfamily.org/dox/},
	journal = {C++ - Eigen Doc},
	keywords = {C++}
}

@misc{olah_backpropagation_2015,
	title = {Backpropagation},
	url = {http://colah.github.io/posts/2015-08-Backprop/},
	author = {Olah, Christopher},
	year = {2015}
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@article{popescu_multilayer_2009,
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	urldate = {2017-09-28},
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@article{reed_generative_2016,
	title = {Generative adversarial text to image synthesis},
	url = {http://www.jmlr.org/proceedings/papers/v48/reed16.pdf},
	urldate = {2017-09-28},
	journal = {arXiv preprint arXiv:1605.05396},
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	year = {2016},
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}

@inproceedings{vondrick_generating_2016,
	title = {Generating videos with scene dynamics},
	url = {http://papers.nips.cc/paper/6194-generating-videos-with-scene-dynamics},
	urldate = {2017-09-28},
	booktitle = {Advances {In} {Neural} {Information} {Processing} {Systems}},
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	year = {2016},
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@inproceedings{gregor_towards_2016,
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	urldate = {2017-09-28},
	booktitle = {Advances {In} {Neural} {Information} {Processing} {Systems}},
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	year = {2016},
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}

@inproceedings{reed_learning_2016,
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	urldate = {2017-09-28},
	booktitle = {Advances in {Neural} {Information} {Processing} {Systems}},
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	year = {2016},
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}

@article{arjovsky_wasserstein_2017,
	title = {Wasserstein gan},
	url = {https://arxiv.org/abs/1701.07875},
	urldate = {2017-09-28},
	journal = {arXiv preprint arXiv:1701.07875},
	author = {Arjovsky, Martin and Chintala, Soumith and Bottou, Léon},
	year = {2017},
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}

@article{ledig_photo-realistic_2016,
	title = {Photo-realistic single image super-resolution using a generative adversarial network},
	url = {https://arxiv.org/abs/1609.04802},
	urldate = {2017-09-28},
	journal = {arXiv preprint arXiv:1609.04802},
	author = {Ledig, Christian and Theis, Lucas and Huszár, Ferenc and Caballero, Jose and Cunningham, Andrew and Acosta, Alejandro and Aitken, Andrew and Tejani, Alykhan and Totz, Johannes and Wang, Zehan and {others}},
	year = {2016},
	file = {1609.04802.pdf:/Users/james/Zotero/storage/UW5SAK6N/1609.04802.pdf:application/pdf}
}

@inproceedings{salimans_improved_2016,
	title = {Improved techniques for training gans},
	url = {http://papers.nips.cc/paper/6124-improved-techniques-for-training-gans},
	urldate = {2017-09-28},
	booktitle = {Advances in {Neural} {Information} {Processing} {Systems}},
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	year = {2016},
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}

@inproceedings{radford_unsupervised_2015,
	title = {Unsupervised representation learning with deep convolutional generative adversarial networks},
	url = {https://arxiv.org/abs/1511.06434},
	urldate = {2017-09-28},
	booktitle = {{arXiv} preprint {arXiv}:1511.06434},
	author = {Radford, Alec and Metz, Luke and Chintala, Soumith},
	year = {2015},
	file = {1511.06434.pdf:/Users/james/Zotero/storage/6STGW5MT/1511.06434.pdf:application/pdf}
}

@inproceedings{goodfellow_generative_2014,
	title = {Generative adversarial nets},
	shorttitle = {Goodfellow\_GAN\_2014},
	url = {http://papers.nips.cc/paper/5423-generative-adversarial-nets},
	urldate = {2017-09-28},
	booktitle = {Advances in neural information processing systems},
	author = {Goodfellow, Ian and Pouget-Abadie, Jean and Mirza, Mehdi and Xu, Bing and Warde-Farley, David and Ozair, Sherjil and Courville, Aaron and Bengio, Yoshua},
	year = {2014},
	pages = {2672--2680},
	file = {5423-generative-adversarial-nets.pdf:/Users/james/Zotero/storage/8ZEUW9HM/5423-generative-adversarial-nets.pdf:application/pdf}
}

@inproceedings{goodfellow_nips_2016,
	title = {{NIPS} 2016 tutorial: {Generative} adversarial networks},
	shorttitle = {{NIPS} 2016 tutorial},
	url = {https://arxiv.org/abs/1701.00160},
	urldate = {2017-09-28},
	booktitle = {{arXiv} preprint {arXiv}:1701.00160},
	author = {Goodfellow, Ian},
	year = {2016},
	file = {1701.00160.pdf:/Users/james/Zotero/storage/DHB9P3SN/1701.00160.pdf:application/pdf}
}

@misc{huszar_thanksgiving_2017,
	title = {Thanksgiving {Special}: {GANs} are {Being} {Fixed} in {More} than {One} {Way}},
	shorttitle = {Thanksgiving {Special}},
	url = {http://www.inference.vc/gans-are-being-fixed-in-more-than-one-way/},
	language = {en},
	urldate = {2018-05-22},
	journal = {inFERENCe},
	author = {Huszár, Ferenc},
	year = {2017},
	file = {Snapshot:/Users/james/Zotero/storage/773ULL6X/gans-are-being-fixed-in-more-than-one-way.html:text/html}
}

@misc{herrmann_wasserstein_2017,
	title = {Wasserstein {GAN} and the {Kantorovich}-{Rubinstein} {Duality}},
	url = {https://vincentherrmann.github.io/blog/wasserstein/},
	language = {en},
	urldate = {2018-05-22},
	author = {Herrmann, Vincent},
	year = {2017},
	file = {Snapshot:/Users/james/Zotero/storage/WV4FTN7M/2017 - Wasserstein GAN and the Kantorovich-Rubinstein Dua.html:text/html}
}

@inproceedings{metz_unrolled_2017,
	title = {Unrolled {Generative} {Adverarial} {Networks}},
	url = {https://arxiv.org/pdf/1611.02163.pdf},
	language = {English},
	author = {Metz, Luke and Poole, Ben and Pfau, David and Sohl-Dickstein, Jascha},
	year = {2017},
	file = {Luke Metz et al. - 2017 - Unrolled Generative Adverarial Networks.pdf:/Users/james/Zotero/storage/RR3859C8/Luke Metz et al. - 2017 - Unrolled Generative Adverarial Networks.pdf:application/pdf}
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@inproceedings{lecun_efficient_1998,
	address = {London, UK, UK},
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@inproceedings{lecun_gradient-based_1998,
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@book{parizeau_reseaux_2004,
	title = {Réseaux de {Neurones}},
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@incollection{rumelhart_learning_1986,
	address = {Cambridge, MA, USA},
	title = {Learning {Internal} {Representation} by {Error} {Propagation}},
	isbn = {0-262-68053-X},
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	booktitle = {Parallel {Distributed} {Processing}: {Explorations} in the {Microstructure} of {Cognition}, {Vol}. 1},
	publisher = {MIT Press},
	author = {Rumelhart, D. E. and Hinton, G. E. and Williams, R. J.},
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@article{nguyen_wasserstein_2011,
	title = {Wasserstein distances for discrete measures and convergence in nonparametric mixture models},
	url = {https://pdfs.semanticscholar.org/cf7c/e11c67206268acdeef4d3c58d3e4586b291c.pdf},
	urldate = {2018-03-13},
	author = {Nguyen, XuanLong},
	year = {2011},
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}

@article{albanie_stopping_2017,
	title = {Stopping {GAN} {Violence}: {Generative} {Unadversarial} {Networks}},
	shorttitle = {albanie\_GUN\_2017},
	url = {https://arxiv.org/pdf/1703.02528.pdf},
	journal = {ArXiv e-prints},
	author = {Albanie, S. and Ehrhardt, S. and Henriques, J. F.},
	year = {2017},
	keywords = {Computer Science - Learning, Statistics - Machine Learning},
	file = {Albanie et al. - 2017 - Stopping GAN Violence Generative Unadversarial Ne.pdf:/Users/james/Zotero/storage/8MI3RX58/Albanie et al. - 2017 - Stopping GAN Violence Generative Unadversarial Ne.pdf:application/pdf}
}

@misc{auriau_apprentissage_2017,
	title = {Apprentissage {Automatique} de séquences},
	shorttitle = {appartement},
	howpublished = "\url{https://github.com/supelec-lstm/appartement-report/raw/master/compte-rendu.pdf}",
	author = {Auriau, Vincent and Beaughon, Laurent and Belicard, Marc and Hechaichi, Yaqine and Rahoul, Thaïs and Vigier, Pierre and Tomasik, Joanna and Rimmel, Arpad},
	year = {2017},
	pages = {106},
	file = {Apprentissage Automatique de séquences.pdf:/Users/james/Zotero/storage/8NL4HDEY/Apprentissage Automatique de séquences.pdf:application/pdf}
}

@misc{amosse_pinapl_2017,
	title = {{PinaPL} {Réseaux} de neurones \& {LSTM}},
	howpublished = "\url{https://github.com/supelec-lstm/PinaPL-report}",
	author = {Amossé, Maxime and Hemery, Julien and Hervieux, Hugo and Pascou, Sylvain and Rimmel, Arpad and Tomasik, Joanna},
	year = {2017},
	pages = {33},
	file = {PinaPL Réseaux de neurones & LSTM.pdf:/Users/james/Zotero/storage/46BKZAYM/PinaPL Réseaux de neurones & LSTM.pdf:application/pdf}
}

@article{villani_optimal_2008,
	title = {Optimal {Transport}: {Old} and {New}},
	url = {http://cedricvillani.org/wp-content/uploads/2012/08/preprint-1.pdf},
	journal = {Springer},
	author = {Villani, Cédric},
	year = {2008},
	file = {Villani - 2008 - Optimal Transport Old and New.pdf:/Users/james/Zotero/storage/AIVTJSLB/Villani - 2008 - Optimal Transport Old and New.pdf:application/pdf}
}

@misc{irpan_read-through:_2017,
	title = {Read-through: {Wasserstein} {GAN}},
	url = {https://www.alexirpan.com/2017/02/22/wasserstein-gan.html},
	author = {Irpan, Alexander},
	year = {2017}
}

@misc{barrios_gan_2018,
	title = {{GAN} {C}++ {Implementation}},
	howpublished = "\url{https://github.com/Supelec-GAN/Couleuvre-GAN}",
	author = {Barrios, James and Cordelle, Antoine and Mouscadet, Benjamin and Tran, Emmanuel},
	year = {2018}
}

@misc{bouvier_dyvoire_dessine-moi_2018,
	title = {Dessine-moi un mouton},
	howpublished = "\url{https://github.com/Supelec-GAN/Salamandre-Rapport/blob/master/main.pdf}",
	author = {Bouvier d'Yvoire, François and Delmas, Matthieu and Poirot, Romain and Witz, Paul},
	year = {2018}
}

@misc{menshov_xcode_2017,
	title = {Clang + {OpenMP} {Setup} in {Xcode}},
	howpublished = "\url{http://antonmenshov.com/2017/09/09/clang-openmp-setup-in-xcode/}",
    author = {Menshov, Anton},
    year = {2017}
}

@misc{c2s,
	title = {Colloque {Scientifique} de {CentraleSupélec}},
	howpublished = "\url{https://twitter.com/centralesupelec/status/984030057466298369}",
	year = {2018}
}

@misc{ruder_overview_2016,
	title = {An overview of gradient descent optimization algorithms},
	howpublished = "\url{http://ruder.io/optimizing-gradient-descent/index.html}",
	author = {Ruder, Sebastian},
	year = {2016}
}