Pier-Luc Plante

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Mario Marchand
• Jacques Corbeil

Coupling high throughput Mass spectrometry to machine learning to uncover biomarkers

Health Machine Learning

Frédérik Paradis

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• François Laviolette
• Luc Lamontagne

Neural Networks and attention mechanisms

Machine Learning

Mathieu Pagé-Fortin

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Brahim Chaib-draa

Multimodal Sentiment Analysis: A Multitask Learning Approach

Machine Learning

Mazid Abiodoun Osseni

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Jacques Corbeil
• François Laviolette

Machine learning algorithm for biomarker discovery

Health Machine Learning

Gaël Letarte

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain
• François Laviolette

Interpretable machine learning algorithms with theoretical guarantees

Machine Learning

Alexandre Lemire-Paquin

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Philippe Giguère
• Brahim Chaib-draa

Régularisation au travers de l’optimisation pour l’apprentissage profond

Machine Learning

Benjamin Léger

Research center(s)

• CeRVIM
• CRDM

Program(s)

Supervisor(s)

• Christian Gagné

Machine Learning

Mohammad Reza Karimi Dastjerdi

Research center(s)

• CeRVIM
• CRDM

Program(s)

Supervisor(s)

• Jean-François Lalonde

Learning to Estimate Dense Illumination

Computer Vision Machine Learning

Mathieu Garon

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde
• Denis Laurendeau

Deep learning for 3D reconstruction

Computer Vision Machine Learning

Nicolas Garneau

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Luc Lamontagne

Deep learning models using contextual embeddings

Machine Learning Natural Language Processing

Marc-André Gardner

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Jean-François Lalonde

Semantics in Deep Neural Networks

Machine Learning Natural Language Processing

Pierre-Louis Gagnon

Research center(s)

• CERVO
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• François Laviolette
• Pierre Marquet

Développement d’algorithmes d’apprentissage automatique en microscopie holographique numérique

Computer Vision Health Machine Learning

Gabriel Dubé

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand
• François Laviolette

Réseaux aléatoires en apprentissage automatique

Machine Learning

Ulysse Côté-Allard

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Benoit Gosselin
• François Laviolette

Machine Learning applied to artificial arm control

Machine Learning Robotics

Geoffroi Côté

Research center(s)

• CRDM

Department(s)

• Department of Physics, Physics Engineering and Optics

Program(s)

Supervisor(s)

• Simon Thibault
• Jean-François Lalonde

Deep learning for lens design

Computer Vision Machine Learning

Julie Buquet

Research center(s)

• CRDM

Department(s)

• Department of Physics, Physics Engineering and Optics

Program(s)

Supervisor(s)

• Simon Thibault
• Jean-François Lalonde

Deep Learning for Wide Angle Images

Computer Vision Machine Learning

Francis Brière

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Jacques Corbeil

High throughput mass spectrometry coupled to machine learning for biomarker discovery

Computer Vision Machine Learning

Christopher Blier-Wong

Research center(s)

• CRDM

Department(s)

• School of Actuarial Science

Program(s)

Supervisor(s)

• Étienne Marceau
• Luc Lamontagne

Data Science Machine Learning

Baptiste Bauvin

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Jacques Corbeil
• François Laviolette

Apprentissage automatique multivues en sciences de la vie

Life Sciences Machine Learning

Jean-Thomas Baillargeon

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Luc Lamontagne
• Étienne Marceau

Prediction from textual claim reports using deep learning

Machine Learning Natural Language Processing

Amar Ali-Bey

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Philippe Giguère
• Brahim Chaib-draa

Reconnaissance visuelle des lieux à l’aide des réseaux de neurones profonds

Computer Vision Machine Learning

Hana Ajakan

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand
• François Laviolette

Adaptation de domaine en apprentissage automatique

Machine Learning

Arman Afrasiyabi

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Jean-François Lalonde

Computer Vision Machine Learning

Madieh Abbasi

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Denis Laurendeau

Ensemble Methods, Adversarial Attacks and Deep Learning

Data Science Machine Learning

Kevin Voyer

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Philippe Després

Développement d’un outil d’aide à la prise de décision permettant l’approbation de médicaments d’exception basé sur des algorithmes d’apprentissage supervisé

Data Science Machine Learning

Hugo Siqueira Gomes

Research center(s)

• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné

Few-Shot Black-Box Optimization

Machine Learning

Louis-Émile Robitaille

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Audrey Durand
• Flavie Lavoie-Cardinal

Contrôle d’un système instable à l’aide de réseaux de neurones

Health Machine Learning

Yohan Poirier-Ginter

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Deep Style Transfer for 3D Meshes

Computer Vision Machine Learning

Colin Panter

Research center(s)

• CERVO
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Flavie Lavoie-Cardinal

Multi-task deep learning approaches applied to optical microscopy image analysis

Computer Vision Health Machine Learning

Ba Diep Nguyen

Research center(s)

• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Daniel Reinharz

Machine Learning

Mostafa Mousavi

Research center(s)

• CRDM

Department(s)

• Department of Family and Emergency Medicine

Program(s)

Supervisor(s)

• Holly Witteman
• Audrey Durand

People living with diabetes : Answering questions with machine learning

Health Machine Learning

Albert Michaud-Gagnon

Research center(s)

• CERVO
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Audrey Durand
• Flavie Lavoie-Cardinal

Optimisation en ligne automatisée des paramètres de microscopie de super-résolution

Computer Vision Health Machine Learning

Alexandre Mercier-Aubin

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Claude-Guy Quimper
• Jonathan Gaudreault

Ordonnancement de tâches sous contraintes sur des métiers à tisser

Industry 4.0 Machine Learning

Alexandra Mercier

Research center(s)

• CeRVIM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Denis Laurendeau

Characterization of nordic plancton using deep learning

Computer Vision Machine Learning

Gabriel Leclerc

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Flavie Lavoie-Cardinal

Application d’approches d’apprentissage profond pour la détection d’événements calcique spontanés reliés à la plasticité synaptique

Health Machine Learning

Maxime Lapointe

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• François Laviolette

L’apprentissage automatique appliquée aux série temporelles en finances

Insurance Machine Learning