Simon Brodeur

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 8

Top Topics

Sparse Representation

Unsupervised Learning

Top Venues

ICLR (Workshop)

Publications

Raphaël Jean, Pierre-Luc St-Charles, Sören Pirk, Simon Brodeur
Self-Supervised Learning of Pose-Informed Latents. CVPR Workshops (2022)
Luca Celotti, Simon Brodeur, Jean Rouat
AriEL: volume coding for sentence generation. CoRR (2020)
Luca Celotti, Simon Brodeur, Jean Rouat
Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. CoRR (2019)
Simon Brodeur, Simon Carrier, Jean Rouat
CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments. CoRR (2018)
Marc-Antoine Moinnereau, Thomas Brienne, Simon Brodeur, Jean Rouat, Kevin Whittingstall, Eric Plourde
Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir. CoRR (2018)
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville
HoME: a Household Multimodal Environment. ICLR (Workshop) (2018)
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville
HoME: a Household Multimodal Environment. CoRR (2017)
Simon Brodeur, Jean Rouat
Optimality of inference in hierarchical coding for distributed object-based representations. CWIT (2017)
Simon Brodeur, Jean Rouat
Objets Sonores: Une Représentation Bio-Inspirée Hiérarchique Parcimonieuse À Très Grandes Dimensions Utilisable En Reconnaissance; Auditory Objects: Bio-Inspired Hierarchical Sparse High Dimensional Representation for Recognition. CoRR (2013)
Simon Brodeur, Jean Rouat
Robust Hierarchical and Sparse Representation of Natural Sounds in High-Dimensional Space. NOLISP (2013)
Simon Brodeur, Jean Rouat
Regulation toward Self-organized Criticality in a Recurrent Spiking Neural Reservoir. ICANN (1) (2012)