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Thèses et mémoires

Des thèses et mémoires de nos étudiants sont conservés et consultables dans Papyrus, le dépôt institutionnel de l'Université de Montréal.

 

 

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2024 Modélisation de l'activité cérébrale mesurée par imagerie par résonance magnétique fonctionnelle dans une tâche de jeu vidéo par des modèles d'apprentissage profond
2023 Remote sensing representation learning for a species distribution modeling case study
2023 Generative models : from data generation to representation learning
2023 An exploratory study of decision-focused learning for mutli-commodity network design in transportation
2023 Low-resource suicide ideation and depression detection with multitask learning and large language models
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 Domain-specific differencing and merging of models
2023 Traitement automatique du langage naturel pour les textes juridiques : prédiction de verdict et exploitation de connaissances du domaine
2023 Predicting stock market trends using time-series classification with dynamic neural networks
2023 Adding hygiene to gambit scheme
2023 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2023 Optimizing vertical farming : control and scheduling algorithms for enhanced plant growth
2023 Analysis and evaluation of the pilot attentional model
2023 Deep learning algorithms for database-driven peptide search
2023 Multi-task learning for joint diagnosis of CNVs and psychiatric conditions from rs-fMRI
2023 Analysis of the human corneal shape with machine learning
2023 Conditional generative modeling for images, 3D animations, and video
2023 Computational modeling and design of nonlinear mechanical systems and materials
2023 Probability flows in deep learning
2023 Multi-attribute deterministic and stochastic two echelon location routing problems