Workshop summary: Sparse methods for music audio. - Douglas Eck; Dan Ellis; Philippe Hamel (ICML, 2009)

Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio. - Philippe Hamel; Sean Wood; Douglas Eck (ISMIR, 2009)

Learning Features from Music Audio with Deep Belief Networks. - Philippe Hamel; Douglas Eck (ISMIR, 2010)

Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio. - Philippe Hamel; Simon Lemieux; Yoshua Bengio; Douglas Eck (ISMIR, 2011)

Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces - Jason Weston; Samy Bengio; Philippe Hamel (CoRR, 2011)

Building Musically-relevant Audio Features through Multiple Timescale Representations. - Philippe Hamel; Yoshua Bengio; Douglas Eck (ISMIR, 2012)

AutoMashUpper: An Automatic Multi-Song Mashup System. - Matthew E. P. Davies; Philippe Hamel; Kazuyoshi Yoshii; Masataka Goto (ISMIR, 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 (ISMIR, 2013)

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)

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; et al. (CoRR, 2016)

Per-Decision Option Discounting. - Anna Harutyunyan; Peter Vrancx; Philippe Hamel; Ann Nowé; Doina Precup (ICML, 2019)

The Option Keyboard: Combining Skills in Reinforcement Learning. - André Barreto 001; Diana Borsa; Shaobo Hou; Gheorghe Comanici; Eser Aygün; Philippe Hamel; Daniel Toyama; Jonathan J. Hunt; Shibl Mourad; David Silver; Doina Precup (NeurIPS, 2019)

3D-CNN for Facial Emotion Recognition in Videos. - Jad Haddad; Olivier Lezoray; Philippe Hamel (ISVC (2), 2020)

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)

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)