EmoNets: Multimodal deep learning approaches for emotion recognition in video
Kahou, Samira Ebrahimi, Bouthillier, Xavier, Lamblin, Pascal, Gulcehre, Caglar, Michalski, Vincent, Konda, Kishore, Jean, Sébastien, Froumenty, Pierre, Dauphin, Yann, Boulanger-Lewandowski, Nicolas, Chandias Ferrari, Raul, Mirza, Mehdi, Warde-Farley, David, Courville, Aaron, Vincent, Pascal, Memisevic, Roland, Pal, Christopher, Bengio, Yoshua
Published in Journal on multimodal user interfaces (01.06.2016)
Published in Journal on multimodal user interfaces (01.06.2016)
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Journal Article
Advances in optimizing recurrent networks
Bengio, Yoshua, Boulanger-Lewandowski, Nicolas, Pascanu, Razvan
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
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Conference Proceeding
High-dimensional sequence transduction
Boulanger-Lewandowski, Nicolas, Bengio, Yoshua, Vincent, Pascal
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
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Conference Proceeding
Exploiting long-term temporal dependencies in NMF using recurrent neural networks with application to source separation
Boulanger-Lewandowski, Nicolas, Mysore, Gautham J., Hoffman, Matthew
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
A hybrid recurrent neural network for music transcription
Sigtia, Siddharth, Benetos, Emmanouil, Boulanger-Lewandowski, Nicolas, Weyde, Tillman, d'Avila Garcez, Artur S., Dixon, Simon
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Phone sequence modeling with recurrent neural networks
Boulanger-Lewandowski, Nicolas, Droppo, Jasha, Seltzer, Mike, Dong Yu
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
A Hybrid Recurrent Neural Network For Music Transcription
Sigtia, Siddharth, Benetos, Emmanouil, Boulanger-Lewandowski, Nicolas, Weyde, Tillman, Garcez, Artur S. d'Avila, Dixon, Simon
Year of Publication 06.11.2014
Year of Publication 06.11.2014
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Journal Article
EmoNets: Multimodal deep learning approaches for emotion recognition in video
Kahou, Samira Ebrahimi, Bouthillier, Xavier, Lamblin, Pascal, Gulcehre, Caglar, Michalski, Vincent, Konda, Kishore, Jean, Sébastien, Froumenty, Pierre, Dauphin, Yann, Boulanger-Lewandowski, Nicolas, Ferrari, Raul Chandias, Mirza, Mehdi, Warde-Farley, David, Courville, Aaron, Vincent, Pascal, Memisevic, Roland, Pal, Christopher, Bengio, Yoshua
Year of Publication 05.03.2015
Year of Publication 05.03.2015
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Journal Article
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Al-Rfou, Rami, Alain, Guillaume, Almahairi, Amjad, Angermueller, Christof, Bahdanau, Dzmitry, Ballas, Nicolas, Bastien, Frédéric, Bayer, Justin, Belikov, Anatoly, Belopolsky, Alexander, Bengio, Yoshua, Bergeron, Arnaud, Snyder, Josh Bleecher, Bouchard, Nicolas, Bouthillier, Xavier, de Brébisson, Alexandre, Breuleux, Olivier, Carrier, Pierre-Luc, Cho, Kyunghyun, Chorowski, Jan, Christiano, Paul, Cooijmans, Tim, Côté, Marc-Alexandre, Côté, Myriam, Courville, Aaron, Dauphin, Yann N, Delalleau, Olivier, Demouth, Julien, Desjardins, Guillaume, Dieleman, Sander, Ducoffe, Mélanie, Dumoulin, Vincent, Kahou, Samira Ebrahimi, Erhan, Dumitru, Fan, Ziye, Firat, Orhan, Germain, Mathieu, Glorot, Xavier, Graham, Matt, Gulcehre, Caglar, Hamel, Philippe, Harlouchet, Iban, Heng, Jean-Philippe, Hidasi, Balázs, Jain, Arjun, Jean, Sébastien, Jia, Kai, Korobov, Mikhail, Kulkarni, Vivek, Lamb, Alex, Lamblin, Pascal, Larsen, Eric, Laurent, César, Lee, Sean, Lefrancois, Simon, Lemieux, Simon, Léonard, Nicholas, Lin, Zhouhan, Livezey, Jesse A, Lowin, Jeremiah, Manzagol, Pierre-Antoine, Mastropietro, Olivier, McGibbon, Robert T, Memisevic, Roland, van Merriënboer, Bart, Michalski, Vincent, Mirza, Mehdi, Orlandi, Alberto, Pascanu, Razvan, Raffel, Colin, Rocklin, Matthew, Romero, Adriana, Sadowski, Peter, Savard, François, Schlüter, Jan, Schulman, John, Schwartz, Gabriel, Serban, Iulian Vlad, Serdyuk, Dmitriy, Shabanian, Samira, Simon, Étienne, Spieckermann, Sigurd, Subramanyam, S. Ramana, Sygnowski, Jakub, Tanguay, Jérémie, van Tulder, Gijs, Turian, Joseph, Urban, Sebastian, Vincent, Pascal, Visin, Francesco, de Vries, Harm, Warde-Farley, David, Webb, Dustin J, Willson, Matthew, Xu, Kelvin, Xue, Lijun, Yao, Li, Zhang, Saizheng, Zhang, Ying
Year of Publication 09.05.2016
Year of Publication 09.05.2016
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Journal Article
EmoNets: Multimodal deep learning approaches for emotion recognition in video
Samira Ebrahimi Kahou, Bouthillier, Xavier, Lamblin, Pascal, Gulcehre, Caglar, Michalski, Vincent, Konda, Kishore, Jean, Sébastien, Froumenty, Pierre, Dauphin, Yann, Boulanger-Lewandowski, Nicolas, Ferrari, Raul Chandias, Mirza, Mehdi, Warde-Farley, David, Courville, Aaron, Vincent, Pascal, Memisevic, Roland, Pal, Christopher, Bengio, Yoshua
Published in arXiv.org (30.03.2015)
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Published in arXiv.org (30.03.2015)
Paper
Deep Self-Taught Learning for Handwritten Character Recognition
Bastien, Frédéric, Bengio, Yoshua, Bergeron, Arnaud, Boulanger-Lewandowski, Nicolas, Breuel, Thomas, Chherawala, Youssouf, Cisse, Moustapha, Côté, Myriam, Erhan, Dumitru, Eustache, Jeremy, Glorot, Xavier, Muller, Xavier, Lebeuf, Sylvain Pannetier, Pascanu, Razvan, Rifai, Salah, Savard, Francois, Sicard, Guillaume
Year of Publication 18.09.2010
Year of Publication 18.09.2010
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Journal Article