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Nicolas Boulanger-Lewandowski

Universite de Montreal

Theano: A Python framework for fast computation of mathematical expressions


May 09, 2016
The Theano Development Team , Rami Al-Rfou , Guillaume Alain , Amjad Almahairi , Christof Angermueller , Dzmitry Bahdanau , Nicolas Ballas , Frédéric Bastien , Justin Bayer , Anatoly Belikov , Alexander Belopolsky , Yoshua Bengio , Arnaud Bergeron , James Bergstra , Valentin Bisson , Josh Bleecher Snyder , Nicolas Bouchard , Nicolas Boulanger-Lewandowski , Xavier Bouthillier , Alexandre de Brébisson , Olivier Breuleux , Pierre-Luc Carrier , Kyunghyun Cho , Jan Chorowski , Paul Christiano , Tim Cooijmans , Marc-Alexandre Côté , Myriam Côté , Aaron Courville , Yann N. Dauphin , Olivier Delalleau , Julien Demouth , Guillaume Desjardins , Sander Dieleman , Laurent Dinh , Mélanie Ducoffe , Vincent Dumoulin , Samira Ebrahimi Kahou , Dumitru Erhan , Ziye Fan , Orhan Firat , Mathieu Germain , Xavier Glorot , Ian Goodfellow , Matt Graham , Caglar Gulcehre , Philippe Hamel , Iban Harlouchet , Jean-Philippe Heng , Balázs Hidasi , Sina Honari , Arjun Jain , Sébastien Jean , Kai Jia , Mikhail Korobov , Vivek Kulkarni , Alex Lamb , Pascal Lamblin , Eric Larsen , César Laurent , Sean Lee , Simon Lefrancois , Simon Lemieux , Nicholas Léonard , Zhouhan Lin , Jesse A. Livezey , Cory Lorenz , Jeremiah Lowin , Qianli Ma , Pierre-Antoine Manzagol , Olivier Mastropietro , Robert T. McGibbon , Roland Memisevic , Bart van Merriënboer , Vincent Michalski , Mehdi Mirza , Alberto Orlandi , Christopher Pal , Razvan Pascanu , Mohammad Pezeshki , Colin Raffel , Daniel Renshaw , Matthew Rocklin , Adriana Romero , Markus Roth , Peter Sadowski , John Salvatier , François Savard , Jan Schlüter , John Schulman , Gabriel Schwartz , Iulian Vlad Serban , Dmitriy Serdyuk , Samira Shabanian , Étienne Simon , Sigurd Spieckermann , S. Ramana Subramanyam , Jakub Sygnowski , Jérémie Tanguay , Gijs van Tulder , Joseph Turian , Sebastian Urban , Pascal Vincent , Francesco Visin , Harm de Vries , David Warde-Farley , Dustin J. Webb , Matthew Willson , Kelvin Xu , Lijun Xue , Li Yao , Saizheng Zhang , Ying Zhang

* 19 pages, 5 figures 

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EmoNets: Multimodal deep learning approaches for emotion recognition in video


Mar 30, 2015
Samira Ebrahimi Kahou , Xavier Bouthillier , Pascal Lamblin , Caglar Gulcehre , Vincent Michalski , Kishore Konda , SĂ©bastien Jean , Pierre Froumenty , Yann Dauphin , Nicolas Boulanger-Lewandowski , Raul Chandias Ferrari , Mehdi Mirza , David Warde-Farley , Aaron Courville , Pascal Vincent , Roland Memisevic , Christopher Pal , Yoshua Bengio


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A Hybrid Recurrent Neural Network For Music Transcription


Nov 06, 2014
Siddharth Sigtia , Emmanouil Benetos , Nicolas Boulanger-Lewandowski , Tillman Weyde , Artur S. d'Avila Garcez , Simon Dixon


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Advances in Optimizing Recurrent Networks


Dec 14, 2012
Yoshua Bengio , Nicolas Boulanger-Lewandowski , Razvan Pascanu


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High-dimensional sequence transduction


Dec 09, 2012
Nicolas Boulanger-Lewandowski , Yoshua Bengio , Pascal Vincent


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Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription


Jun 27, 2012
Nicolas Boulanger-Lewandowski , Yoshua Bengio , Pascal Vincent

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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Deep Self-Taught Learning for Handwritten Character Recognition


Sep 18, 2010
Frédéric Bastien , Yoshua Bengio , Arnaud Bergeron , Nicolas Boulanger-Lewandowski , Thomas Breuel , Youssouf Chherawala , Moustapha Cisse , Myriam Côté , Dumitru Erhan , Jeremy Eustache , Xavier Glorot , Xavier Muller , Sylvain Pannetier Lebeuf , Razvan Pascanu , Salah Rifai , Francois Savard , Guillaume Sicard


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