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Pierre-Luc St-Charles

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2020 – today

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2024
[i6]
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  - journals/corr/abs-2405-18751
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Jordi Armengol-Estapé, Vincent Michalski, Ramnath Kumar, Pierre-Luc St-Charles, Doina Precup, Samira Ebrahimi Kahou:
On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization. CoRR abs/2405.18751 (2024)
2023
[i5]
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  - journals/corr/abs-2307-05979
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Pranav Agarwal, Aamer Abdul Rahman, Pierre-Luc St-Charles, Simon J. D. Prince, Samira Ebrahimi Kahou:
Transformers in Reinforcement Learning: A Survey. CoRR abs/2307.05979 (2023)
2022
[j5]
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Mohamed Dahmane, Jahangir Alam, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher:
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions. IEEE Trans. Affect. Comput. 13(2): 1044-1056 (2022)
[c16]
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  - conf/cvpr/JeanSPB22
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Raphaël Jean, Pierre-Luc St-Charles, Sören Pirk, Simon Brodeur:
Self-Supervised Learning of Pose-Informed Latents. CVPR Workshops 2022: 4006-4015
2021
[c15]
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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:
Predicting Infectiousness for Proactive Contact Tracing. ICLR 2021
2020
[j4]
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  - journals/frai/BoulentSFT20
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Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérôme Théau:
Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning. Frontiers Artif. Intell. 3: 564878 (2020)
[c14]
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Md Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira Ebrahimi Kahou, Yoshua Bengio:
Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks. CVPR Workshops 2020: 816-825
[c13]
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  - conf/odyssey/AlamBBDSLGSLMMM20
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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:
Analysis of ABC Submission to NIST SRE 2019 CMN and VAST Challenge. Odyssey 2020: 289-295
[i4]
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  - journals/corr/abs-2010-12536
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Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif B. 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, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams:
Predicting Infectiousness for Proactive Contact Tracing. CoRR abs/2010.12536 (2020)
[i3]
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  - journals/corr/abs-2010-16004
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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:
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing. CoRR abs/2010.16004 (2020)

2010 – 2019

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2019
[j3]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. Int. J. Comput. Vis. 127(8): 1044-1062 (2019)
[c12]
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  - conf/igarss/LandrySRBMBSFCT19
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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:
Applying Machine Learning to Earth Observations In A Standards Based Workflow. IGARSS 2019: 5567-5570
[c11]
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Mohamed Dahmane, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher:
Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring. IPTA 2019: 1-6
2018
[c10]
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  - conf/icpram/LalondeSLCF18
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Marc Lalonde, Pierre-Luc St-Charles, Délia Loupias, Claude Chapdelaine, Samuel Foucher:
Localizing People in Crosswalks using Visual Odometry: Preliminary Results. ICPRAM 2018: 482-487
[i2]
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  - journals/corr/abs-1809-02851
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Online Mutual Foreground Segmentation for Multispectral Stereo Videos. CoRR abs/1809.02851 (2018)
2017
[c9]
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  - conf/iccvw/BergevinSB17
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Robert Bergevin, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau:
Mutual Foreground Segmentation with Multispectral Stereo Pairs. ICCV Workshops 2017: 375-384
2016
[j2]
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  - journals/tip/St-CharlesBB16
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Universal Background Subtraction Using Word Consensus Models. IEEE Trans. Image Process. 25(10): 4768-4781 (2016)
[c8]
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  - conf/cvpr/NguyenSB16
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Dinh-Luan Nguyen, Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau:
Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs. CVPR Workshops 2016: 329-337
[c7]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Fast Image Gradients Using Binary Feature Convolutions. CVPR Workshops 2016: 1074-1082
2015
[j1]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
SuBSENSE: A Universal Change Detection Method With Local Adaptive Sensitivity. IEEE Trans. Image Process. 24(1): 359-373 (2015)
[c6]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Online multimodal video registration based on shape matching. CVPR Workshops 2015: 26-34
[c5]
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  - conf/icip/ChenSBBB15
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Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Reproducible evaluation of Pan-Tilt-Zoom tracking. ICIP 2015: 2055-2059
[c4]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
A Self-Adjusting Approach to Change Detection Based on Background Word Consensus. WACV 2015: 990-997
[i1]
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Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Reproducible Evaluation of Pan-Tilt-Zoom Tracking. CoRR abs/1505.04502 (2015)
2014
[c3]
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  - conf/cvpr/St-CharlesBB14
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Flexible Background Subtraction with Self-Balanced Local Sensitivity. CVPR Workshops 2014: 414-419
[c2]
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  - conf/vrcai/DjadoCSD14
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Khalid Djado, Claude Chapdelaine, Pierre-Luc St-Charles, Maxime Derenne:
Gesture interface for an interactive kiosk. VRCAI 2014: 165-170
[c1]
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Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau:
Improving background subtraction using Local Binary Similarity Patterns. WACV 2014: 509-515

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