Our graduate students contribute to the advancement of research in fields involving artificial intelligence and data science
Graduate students work together with IID researchers to contribute to the development and enrichment of knowledge in a multitude of fields of application – from industry 4.0 to the Internet of Things (IoT), from machine learning methods to immersive technologies, from smart cities to medical imaging, and more.

Students
Vanessa Simard
Research center(s)
- CeRVIM
- CIRRELT
Department(s)
- Department of Mechanical Engineering
Program(s)
Ph.D. in Mechanical Engineering
Supervisor(s)
- Nadia Lehoux
- Mikael Rönnqvist
Intégration de l’incertitude des données dans l’optimisation de l’approvisionnement forestier
Changjian Shui
Research center(s)
- CeRVIM
- CRDM
Program(s)
Ph.D. in Electrical Engineering
Supervisor(s)
- Christian Gagné
Learning with human-in-the-loop
Khawla Seddiki
Research center(s)
- CRDM
Department(s)
- Department of Molecular Medicine
Program(s)
Ph.D. in Molecular Medicine
Supervisor(s)
- Arnaud Droit
Algorithm development for real-time classification of mass spectrometry data
Pier-Luc Plante
Research center(s)
- CRDM
Department(s)
- Department of Molecular Medicine
Program(s)
Ph.D. in Molecular Medicine
Supervisor(s)
- Mario Marchand
- Jacques Corbeil
Coupling high throughput Mass spectrometry to machine learning to uncover biomarkers
Samuel Perreault
Research center(s)
- CRDM
Department(s)
- Department of Mathematics and Statistics
Program(s)
Ph.D. in Mathematics
Supervisor(s)
- Thierry Duchesne
- Johanna Neslehova
Statistical methods to identify correlation structures in high dimension
Émanuel Paré
Research center(s)
- CRDM
Program(s)
Ph.D. in Molecular Medicine
Supervisor(s)
- Jacques Corbeil
Tackling metabolic diseases using high throughput mass spectrometry coupled to artificial intelligence algorithms
Frédérik Paradis
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- François Laviolette
- Luc Lamontagne
Neural Networks and attention mechanisms
Mathieu Pagé-Fortin
Research center(s)
- CeRVIM
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Brahim Chaib-draa
Multimodal Sentiment Analysis: A Multitask Learning Approach
Yannick Ouellet
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Claude-Guy Quimper
A O(n log2 n) Checker and O(n2 log n) Filtering
Mazid Abiodoun Osseni
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Jacques Corbeil
- François Laviolette
Machine learning algorithm for biomarker discovery
Régis Ongaro-Carcy
Research center(s)
- CRDM
Department(s)
- Department of Molecular Medicine
Program(s)
Ph.D. in Molecular Medicine
Supervisor(s)
- Arnaud Droit
Big data approaches for multi-OMICS analyses
Thanh Huy Nguyen
Research center(s)
- CRDIG
Department(s)
- Department of Geomatics Science
Program(s)
Ph.D. in Geomatics
Supervisor(s)
- Sylvie Daniel
- Jean-Marc Le Caillec
Reconstruction de scènes par fusion d’acquisitions multi-capteurs – Application à la construction de mosaïques tridimensionnelles
Mahtab Mousavi
Research center(s)
- CIRRELT
Program(s)
Ph.D. in Mechanical Engineering
Supervisor(s)
- Nadia Lehoux
- Luc LeBel
Optimisation de la chaine de production de plans au Québec
Seyedadel Moravveji
Research center(s)
- CERVO
Department(s)
- Department of Mathematics and Statistics
Program(s)
Ph.D. in Mathematics
Supervisor(s)
- Nicolas Doyon
- Simon Duchesne
Marc-André Ménard
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Claude-Guy Quimper
- Jonathan Gaudreault
Learning Sensitivity of RCPSP by Analyzing the Search Process
Akmaral Moldagalieva
Research center(s)
- CeRVIM
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Philippe Giguère
Increasing robustness of 2D and 3D perception in adversarial weather for autonomous vehicles
Amal Marzouki
Research center(s)
- CRDIG
Department(s)
- Department of Organizational Information Systems
Program(s)
Ph.D. in Administration Sciences
Supervisor(s)
- Sehl Mellouli
- Sylvie Daniel
Vers une plateforme de participation citoyenne basée sur la visualisation géosptatiale
Reza Mahmoodi Koohi
Research center(s)
- CRDIG
Department(s)
- Department of Geomatics Science
Program(s)
Ph.D. in Geomatics
Supervisor(s)
- Denis Laurendeau
- Sylvie Daniel
Conception d’un réseau de neurones profond adapté aux nuages de points géospatiaux pour la cartographie 3D de grands espaces urbains
Duc Thien Luong
Research center(s)
- CeRVIM
Program(s)
Ph.D. in Electrical Engineering
Supervisor(s)
- Denis Laurendeau
Parallelism For A Fast and Interactive Visualization For Out-core 3D Mesh (approaching real-time visualizaion for 1-billion-point cloud)
Gaël Letarte
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Pascal Germain
- François Laviolette
Interpretable machine learning algorithms with theoretical guarantees
Gwenaëlle Lemoine
Research center(s)
- CRDM
Department(s)
- Department of Molecular Medicine
Program(s)
Ph.D. in Molecular Medicine
Supervisor(s)
- Arnaud Droit
Correlations analysis for MixOmics analysis
Alexandre Lemire-Paquin
Research center(s)
- CeRVIM
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Philippe Giguère
- Brahim Chaib-draa
Régularisation au travers de l’optimisation pour l’apprentissage profond
Benjamin Léger
Research center(s)
- CeRVIM
- CRDM
Program(s)
Ph.D. in Electrical Engineering
Supervisor(s)
- Christian Gagné
Ronan Lefol
Research center(s)
- CRDM
Department(s)
- Department of Physics, Physics Engineering and Optics
Program(s)
Ph.D. in Physics
Supervisor(s)
- Philippe Després
Portfolio dosimétrique personnalisé par calcul Monte Carlo en radiologie diagnostique
Jean-Samuel Leboeuf
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Mario Marchand
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks
Jacquelin Labrecque
Research center(s)
- CeRVIM
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Brahim Chaib-draa
Artificial intelligence applied to precision livestock farming
Essaied Khadija
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Sehl Mellouli
- Richard Khoury
Agents conversationnels intelligents et Intelligence artificielle en assurance
Mohammad Reza Karimi Dastjerdi
Research center(s)
- CeRVIM
- CRDM
Program(s)
Ph.D. in Electrical Engineering
Supervisor(s)
- Jean-François Lalonde
Learning to Estimate Dense Illumination
Isabelle Hudon
Department(s)
- Department of Industrial Relations
Program(s)
Ph.D. in Industrial Relations
Supervisor(s)
- Lyse Langlois
Les dimensions éthiques et politiques de l’expérience des administrateurs d’établissements de santé publique du Québec
Niloufar Haghighatgou
Research center(s)
- CRDIG
- CRDM
Department(s)
- Department of Geomatics Science
Program(s)
Ph.D. in Geomatics
Supervisor(s)
- Thierry Badard
- Sylvie Daniel
Fusion d’images et de nuages de points LiDAR dans un contexte d’anticipation des risques d’inondation
Daniel Gourdeau
Research center(s)
- CRDM
Department(s)
- Department of Physics, Physics Engineering and Optics
Program(s)
Ph.D. in Physics
Supervisor(s)
- Louis Archambault
- Simon Duchesne
- Philippe Després
Synthetic FDG PET from MRI data (Prédiction d’évolution des démences par la radiomique)
Elaheh Ghasemi
Research center(s)
- CIRRELT
- CRDM
Program(s)
Ph.D. in Mechanical Engineering
Supervisor(s)
- Nadia Lehoux
- Mikael Rönnqvist
Analyse des modes de pilotage des flux de la chaîne de valeur et outil de coordination des stocks et de la production
Mathieu Garon
Research center(s)
- CeRVIM
- CRDM
Department(s)
- Department of Computer and Electrical Engineering
Program(s)
Ph.D. in Electrical Engineering
Supervisor(s)
- Jean-François Lalonde
- Denis Laurendeau
Deep learning for 3D reconstruction
Nicolas Garneau
Research center(s)
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- Luc Lamontagne
Deep learning models using contextual embeddings
Marc-André Gardner
Research center(s)
- CeRVIM
- CRDM
Department(s)
- Department of Computer and Electrical Engineering
Program(s)
Ph.D. in Electrical Engineering
Supervisor(s)
- Christian Gagné
- Jean-François Lalonde
Semantics in Deep Neural Networks
Pierre-Louis Gagnon
Research center(s)
- CERVO
- CRDM
Department(s)
- Department of Computer Science and Software Engineering
Program(s)
Ph.D. in Computer Science
Supervisor(s)
- François Laviolette
- Pierre Marquet
Développement d’algorithmes d’apprentissage automatique en microscopie holographique numérique
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