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Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples


Mar 07, 2019
Eleni Triantafillou , Tyler Zhu , Vincent Dumoulin , Pascal Lamblin , Kelvin Xu , Ross Goroshin , Carles Gelada , Kevin Swersky , Pierre-Antoine Manzagol , Hugo Larochelle


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Automatic differentiation in ML: Where we are and where we should be going


Oct 26, 2018
Bart van Merriënboer , Olivier Breuleux , Arnaud Bergeron , Pascal Lamblin


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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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Pylearn2: a machine learning research library


Aug 20, 2013
Ian J. Goodfellow , David Warde-Farley , Pascal Lamblin , Vincent Dumoulin , Mehdi Mirza , Razvan Pascanu , James Bergstra , Frédéric Bastien , Yoshua Bengio

* 9 pages 

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Theano: new features and speed improvements


Nov 23, 2012
Frédéric Bastien , Pascal Lamblin , Razvan Pascanu , James Bergstra , Ian Goodfellow , Arnaud Bergeron , Nicolas Bouchard , David Warde-Farley , Yoshua Bengio

* Presented at the Deep Learning Workshop, NIPS 2012 

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