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2020 – today
- 2022
[i5]Gheorghe Comanici, Amelia Glaese, Anita Gergely, Daniel Toyama, Zafarali Ahmed, Tyler Jackson, Philippe Hamel, Doina Precup:
Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning. CoRR abs/2204.10374 (2022)- 2021
- [i4]Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup:
AndroidEnv: A Reinforcement Learning Platform for Android. CoRR abs/2105.13231 (2021) - [i3]André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup:
The Option Keyboard: Combining Skills in Reinforcement Learning. CoRR abs/2106.13105 (2021) - 2020
- [c10]Jad Haddad, Olivier Lezoray, Philippe Hamel:
3D-CNN for Facial Emotion Recognition in Videos. ISVC (2) 2020: 298-309
2010 – 2019
- 2019
- [c9]Anna Harutyunyan, Peter Vrancx, Philippe Hamel, Ann Nowé, Doina Precup:
Per-Decision Option Discounting. ICML 2019: 2644-2652 - [c8]André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup:
The Option Keyboard: Combining Skills in Reinforcement Learning. NeurIPS 2019: 13031-13041 - 2016
- [i2]Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, 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 F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, 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 Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph 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 P. 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:
Theano: A Python framework for fast computation of mathematical expressions. CoRR abs/1605.02688 (2016) - 2014
- [j1]Matthew E. P. Davies
, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto:
AutoMashUpper: automatic creation of multi-song music mashups. IEEE ACM Trans. Audio Speech Lang. Process. 22(12): 1726-1737 (2014) - 2013
- [c7]Philippe Hamel, Matthew E. P. Davies, Kazuyoshi Yoshii, Masataka Goto:
Transfer Learning In Mir: Sharing Learned Latent Representations For Music Audio Classification And Similarity. ISMIR 2013: 9-14 - [c6]Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto:
AutoMashUpper: An Automatic Multi-Song Mashup System. ISMIR 2013: 575-580 - 2012
- [c5]Philippe Hamel, Yoshua Bengio, Douglas Eck:
Building Musically-relevant Audio Features through Multiple Timescale Representations. ISMIR 2012: 553-558 - 2011
- [c4]Philippe Hamel, Simon Lemieux, Yoshua Bengio, Douglas Eck:
Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio. ISMIR 2011: 729-734 - [i1]Jason Weston, Samy Bengio, Philippe Hamel:
Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces. CoRR abs/1105.5196 (2011) - 2010
- [c3]Philippe Hamel, Douglas Eck:
Learning Features from Music Audio with Deep Belief Networks. ISMIR 2010: 339-344
2000 – 2009
- 2009
- [c2]Douglas Eck, Dan Ellis, Philippe Hamel:
Workshop summary: Sparse methods for music audio. ICML 2009: 11 - [c1]Philippe Hamel, Sean Wood, Douglas Eck:
Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio. ISMIR 2009: 399-404
Coauthor Index
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