Pierre-Luc St-Charles

According to our database, Pierre-Luc St-Charles authored at least 25 papers between 2014 and 2024.

Collaborative distances:

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

2024

On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization.

Jordi Armengol-Estapé, Vincent Michalski, Ramnath Kumar, Pierre-Luc St-Charles, Doina Precup, Samira Ebrahimi Kahou

CoRR, 2024

2023

Transformers in Reinforcement Learning: A Survey.

Pranav Agarwal, Aamer Abdul Rahman, Pierre-Luc St-Charles, Simon J. D. Prince, Samira Ebrahimi Kahou

CoRR, 2023

2022

A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions.

Mohamed Dahmane, Jahangir Alam, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher

IEEE Trans. Affect. Comput., 2022

Self-Supervised Learning of Pose-Informed Latents.

Raphaël Jean, Pierre-Luc St-Charles, Sören Pirk, Simon Brodeur

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Predicting Infectiousness for Proactive Contact Tracing.

Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Benjamin Müller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilaniuk, David L. Buckeridge, Gaétan Marceau-Caron, Pierre Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Christopher J. Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning.

Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérôme Théau

Frontiers Artif. Intell., 2020

COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.

Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St-Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David L. Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Joseph Pal, Joanna Merckx, Eilif B. Müller, Yoshua Bengio

CoRR, 2020

Analysis of ABC Submission to NIST SRE 2019 CMN and VAST Challenge.

Jahangir Alam, Gilles Boulianne, Lukás Burget, Mohamed Dahmane, Mireia Díez Sánchez, Alicia Lozano-Diez, Ondrej Glembek, Pierre-Luc St-Charles, Marc Lalonde, Pavel Matejka, Petr Mizera, João Monteiro, Ladislav Mosner, Cedric Noiseux, Ondrej Novotný, Oldrich Plchot, Johan Rohdin, Anna Silnova, Josef Slavícek, Themos Stafylakis, Shuai Wang, Hossein Zeinali

Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks.

Md Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira Ebrahimi Kahou, Yoshua Bengio

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Online Mutual Foreground Segmentation for Multispectral Stereo Videos.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

Int. J. Comput. Vis., 2019

Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring.

Mohamed Dahmane, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Applying Machine Learning to Earth Observations In A Standards Based Workflow.

Tom Landry, Martin Sotir, Jean-François Rajotte, David Byrns, Francis Charette Migneault, Mario Beaulieu, Pierre-Luc St-Charles, Samuel Foucher, Claude Chapdelaine, Ayoub Tlili, Cedric Noiseux

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Localizing People in Crosswalks using Visual Odometry: Preliminary Results.

Marc Lalonde, Pierre-Luc St-Charles, Délia Loupias, Claude Chapdelaine, Samuel Foucher

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017

Mutual Foreground Segmentation with Multispectral Stereo Pairs.

Robert Bergevin, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Universal Background Subtraction Using Word Consensus Models.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

IEEE Trans. Image Process., 2016

Fast Image Gradients Using Binary Feature Convolutions.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs.

Dinh-Luan Nguyen, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

SuBSENSE: A Universal Change Detection Method With Local Adaptive Sensitivity.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

IEEE Trans. Image Process., 2015

Reproducible Evaluation of Pan-Tilt-Zoom Tracking.

Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin

CoRR, 2015

A Self-Adjusting Approach to Change Detection Based on Background Word Consensus.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Reproducible evaluation of Pan-Tilt-Zoom tracking.

Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Online multimodal video registration based on shape matching.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014

Improving background subtraction using Local Binary Similarity Patterns.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Gesture interface for an interactive kiosk.

Khalid Djado, Claude Chapdelaine, Pierre-Luc St-Charles, Maxime Derenne

Proceedings of the 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2014

Flexible Background Subtraction with Self-Balanced Local Sensitivity.

Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014