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Hierarchical Video Understanding


Sep 04, 2018
Farzaneh Mahdisoltani , Roland Memisevic , David Fleet


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Fine-grained Video Classification and Captioning


Apr 24, 2018
Farzaneh Mahdisoltani , Guillaume Berger , Waseem Gharbieh , David Fleet , Roland Memisevic


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The "something something" video database for learning and evaluating visual common sense


Jun 15, 2017
Raghav Goyal , Samira Ebrahimi Kahou , Vincent Michalski , Joanna Materzyńska , Susanne Westphal , Heuna Kim , Valentin Haenel , Ingo Fruend , Peter Yianilos , Moritz Mueller-Freitag , Florian Hoppe , Christian Thurau , Ingo Bax , Roland Memisevic


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Generating images with recurrent adversarial networks


Dec 13, 2016
Daniel Jiwoong Im , Chris Dongjoo Kim , Hui Jiang , Roland Memisevic


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Architectural Complexity Measures of Recurrent Neural Networks


Nov 12, 2016
Saizheng Zhang , Yuhuai Wu , Tong Che , Zhouhan Lin , Roland Memisevic , Ruslan Salakhutdinov , Yoshua Bengio

* 17 pages, 8 figures; To appear in NIPS2016 

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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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RATM: Recurrent Attentive Tracking Model


Apr 28, 2016
Samira Ebrahimi Kahou , Vincent Michalski , Roland Memisevic


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Regularizing RNNs by Stabilizing Activations


Apr 26, 2016
David Krueger , Roland Memisevic


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Neural Networks with Few Multiplications


Feb 26, 2016
Zhouhan Lin , Matthieu Courbariaux , Roland Memisevic , Yoshua Bengio

* Published as a conference paper at ICLR 2016. 9 pages, 3 figures 

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Dropout as data augmentation


Jan 08, 2016
Xavier Bouthillier , Kishore Konda , Pascal Vincent , Roland Memisevic


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