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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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Date Sort by date in ascending order Title Sort by title in ascending order
2023 Generative models : from data generation to representation learning
2023 Predicting stock market trends using time-series classification with dynamic neural networks
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2023 Adding hygiene to gambit scheme
2023 AI for molecule discovery with multi-modal knowledge
2023 Low-resource suicide ideation and depression detection with multitask learning and large language models
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 Domain-specific differencing and merging of models
2023 Towards the reduction of greenhouse gas emissions : models and algorithms for ridesharing and carbon capture and storage
2023 Remote sensing representation learning for a species distribution modeling case study
2023 Methods for solving combinatorial pricing problems
2023 An exploratory study of decision-focused learning for mutli-commodity network design in transportation
2023 Sur l'élaboration de meilleures techniques pour l'apprentissage auto-supervisé des représentations du code
2023 Leveraging self-supervision for visual embodied navigation with neuralized potential fields
2023 Improving predictive behavior under distributional shift
2023 Conditional generative modeling for images, 3D animations, and video
2023 Automatic symbolic melody generation from lyrics
2023 Sur l’application de la structure de graphes pour le calcul automatique de nombres de reproduction dans les modèles à compartiments déterministes
2023 Coordination in generative modeling, automatic differentiation and multi-agent learning
2023 On choice models in the context of MDPs
2023 Multi-attribute deterministic and stochastic two echelon location routing problems
2023 ZeroAbuse, a serious game to prevent child maltreatment
2023 Differentiable best response shaping
2023 Model-based hyperparameter optimization
2023 Amélioration des messages d'erreurs Typer par algorithme génétique
2023 Détection de tableaux dans des documents : une étude de TableBank
2023 Toward causal representation and structure learning
2023 Few-shot prompt learning for automating model completion
Number of results : 1520