Philippe Hamel

According to our database, Philippe Hamel authored at least 15 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning.

Gheorghe Comanici, Amelia Glaese, Anita Gergely, Daniel Toyama, Zafarali Ahmed, Tyler Jackson, Philippe Hamel, Doina Precup

CoRR, 2022

2021

AndroidEnv: A Reinforcement Learning Platform for Android.

Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup

CoRR, 2021

2020

3D-CNN for Facial Emotion Recognition in Videos.

Jad Haddad, Olivier Lezoray, Philippe Hamel

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

2019

The Option Keyboard: Combining Skills in Reinforcement Learning.

André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Per-Decision Option Discounting.

Anna Harutyunyan, Peter Vrancx, Philippe Hamel, Ann Nowé, Doina Precup

Proceedings of the 36th International Conference on Machine Learning, 2019

2016

Theano: A Python framework for fast computation of mathematical expressions.

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

CoRR, 2016

2014

AutoMashUpper: automatic creation of multi-song music mashups.

Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto

IEEE ACM Trans. Audio Speech Lang. Process., 2014

2013

Transfer Learning In Mir: Sharing Learned Latent Representations For Music Audio Classification And Similarity.

Philippe Hamel, Matthew E. P. Davies, Kazuyoshi Yoshii, Masataka Goto

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

AutoMashUpper: An Automatic Multi-Song Mashup System.

Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012

Building Musically-relevant Audio Features through Multiple Timescale Representations.

Philippe Hamel, Yoshua Bengio, Douglas Eck

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

2011

Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces

Jason Weston, Samy Bengio, Philippe Hamel

CoRR, 2011

Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio.

Philippe Hamel, Simon Lemieux, Yoshua Bengio, Douglas Eck

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

2010

Learning Features from Music Audio with Deep Belief Networks.

Philippe Hamel, Douglas Eck

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009

Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio.

Philippe Hamel, Sean Wood, Douglas Eck

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Workshop summary: Sparse methods for music audio.

Douglas Eck, Dan Ellis, Philippe Hamel

Proceedings of the 26th Annual International Conference on Machine Learning, 2009