Simon Tam

Research center(s)

• CeRVIM

Department(s)

• Department of Mechanical Engineering

Program(s)

Supervisor(s)

• Benoit Gosselin
• Alexandre Campeau-Lecours

Advanced Machine learning algorithms for the control of prosthetic hands with EMG sensors

Data Science Health Machine Learning Robotics

Mélina Côté

Department(s)

• School of Nutrition

Program(s)

Supervisor(s)

• Benoit Lamarche

Predicting Adherence to Canada’s Food Guide Recommendations on Healthy Food Choices Using Machine Learning Algorithms

Data Science Health Machine Learning

Marianne Boyer

Research center(s)

• CeRVIM

Department(s)

• Department of Mechanical Engineering

Program(s)

Supervisor(s)

• Alexandre Campeau-Lecours

Development of intelligent algorithms based on biomedical sensors for real-time muscular fatigue detection

Data Science Health Machine Learning

Mohammad Hossein Alishahi

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Ming Zeng

Machine Learning empowered resource allocation for wireless communication systems

Machine Learning Smart Environments

Arman Safarnejadian

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Ming Zeng

Machine learning empowered optical communications

Machine Learning Smart Environments

Étienne Gael Tajeuna

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain
• Jacques Corbeil

Data Science Health Machine Learning

Yohann Chiu

Research center(s)

• CRDM

Department(s)

• Faculty of Pharmacy

Program(s)

Supervisor(s)

• Caroline Sirois
• Richard Khoury

Déterminer la qualité de la polypharmacie chez les aînés : une approche basée sur l’intelligence artificielle

Health Machine Learning

Henrique Weber

Research center(s)

• CeRVIM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Estimating indoor lighting from 3D objects

Computer Vision Machine Learning

Adam Tupper

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné

Representation and multi-task learning

Data Science Machine Learning

Tasnime Touil

Research center(s)

• CRDM

Department(s)

• Department of Animal Sciences

Program(s)

Supervisor(s)

• Éric Paquet

L’intelligence artificielle appliquée à l’analyse de la composition fine du lait

Data Science Life Sciences Machine Learning

Deepak Sharma

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Audrey Durand
• Joëlle Pineau

Incorporating additional information for identification of causal variables in genetic models

Data Science Health Life Sciences Machine Learning

Sabyasachi Sahoo

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Frédéric Precioso

Continual out-of-distribution generalization of robust deep learning systems for real-world deployment

Data Science Machine Learning

Hamed Rabbani

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Leslie Rusch

ML for design of optical amplifiers

Machine Learning

Amir Omidi

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Leslie Rusch
• Ming Zeng

ML for constellation design in optical communications

Machine Learning

Jonas Ngnawé

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Frédéric Precioso

Développement d’un cadre méthodologique général pour atteindre la robustesse aux instances adverses par la détection et la régularisation

Confidentiality Data Science Machine Learning

Axel Gedeon Mengara

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Richard Khoury

Discovering user preferences from interactions with an insurance company

Insurance Machine Learning Natural Language Processing

Ian Maquignaz

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Computer Vision Machine Learning

Sara Karamivarnamkhast

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné

Data Science Machine Learning

Hamza Imtiaz

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Leslie Rusch
• Ming Zeng

ML for equalization of nonlinear impairments in silicon photonics devices

Internet of Things Machine Learning

Rizan Homayoun Nejad

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Leslie Rusch

ML for resource allocation in modal multiplexed optical systems

Machine Learning

Thibaud Godon

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain
• Jacques Corbeil
• Alexandre Drouin

Data Science Health Machine Learning

Louis Fortier-Dubois

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain

Complexité et capacité de généralisation des réseaux de neurones

Data Science Machine Learning

Lamiae El Mendili

Research center(s)

• CRDIG

Department(s)

• Department of Geomatics Science

Program(s)

Supervisor(s)

• Thierry Badard
• Sylvie Daniel

Unsupervised domain adaptation for semantic segmentation of large-scale 3D point clouds

Data Science Geospatial Data Machine Learning

Frédéric Dulude-de-Broin

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Biology

Program(s)

Supervisor(s)

• Audrey Durand

Tracking and modelling arctic animals using Reinforcement Learning and mathematical models

Data Science Life Sciences Machine Learning Smart Environments

Niffa Cheick Oumar Diaby

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand
• Thierry Duchesne

Data Science Machine Learning

Luc Coupal

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Philippe Giguère
• François Pomerleau

Resilient Deep RL policy for real-world robotics facing adverse conditions

Machine Learning Robotics

Qi Chen

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand

Data Science Machine Learning

Roger Booto Tokime

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Xavier Maldague
• François Pomerleau

Reconnaissance assistée des défauts : Un voyage d’apprentissage profond dans l’inspection radiographique numérique industrielle

Computer Vision Industry 4.0 Machine Learning

David Beauchemin

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Richard Khoury

User-adapted summarization of legal documents

Machine Learning Natural Language Processing

Akshaya Athwale

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Computer Vision Machine Learning

Wissam Akretche

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand

Machine Learning

Rania Antar Eltaieb Abouelela

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Leslie Rusch

ML for design of optical fibers

Industry 4.0 Machine Learning

Catherine Villeneuve

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand

Méthodes d’apprentissage par renforcement pour la modélisation du mouvement du renard arctique

Machine Learning Smart Environments

Louis-Philippe Vignault

Research center(s)

• CRDM

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Audrey Durand
• Pascal Germain

PAC-Bayesian theory and Reinforcement Learning

Data Science Machine Learning

Lucas Valenca

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Computer Vision Machine Learning

François-Alexandre Tremblay

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand
• Jonathan Gaudreault

Reinforcement Learning for wood processing factory optimization

Data Science Industry 4.0 Machine Learning