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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 FACTS-ON : Fighting Against Counterfeit Truths in Online social Networks : fake news, misinformation and disinformation
2024 Beyond the status quo in deep reinforcement learning
2024 Towards maintainable machine learning development through continual and modular learning
2024 Sur la génération d'exemples pour réduire le coût d'annotation
2024 Dynamic capacities and priorities in stable matching
2024 Scalable and robust fog-computing design & dimensioning in dynamic, trustless smart cities
2024 Domain adaptation in reinforcement learning via causal representation learning
2024 Leveraging foundation models towards semantic world representations for robotics
2024 Deep learning applications to climate change mitigation
2024 Beyond the horizon : improved long-range sequence modeling, from dynamical systems to language
2024 Mobility anomaly detection with intelligent video surveillance
2023 Methods for solving combinatorial pricing problems
2023 Learning and planning with noise in optimization and reinforcement learning
2023 Estimation de cartes d'énergie du bruit apériodique de la marche humaine avec une caméra de profondeur pour la détection de pathologies et modèles légers de détection d'objets saillants basés sur l'opposition de couleurs
2023 Detecting pre-error states and process deviations resulting from cognitive overload in aircraft pilots
2023 Towards the reduction of greenhouse gas emissions : models and algorithms for ridesharing and carbon capture and storage
2023 Entanglement-assisted communication complexity and nonlocal games
2023 Représentations géométriques de détails fins pour la simulation d’éclairage
2023 Computational modeling and design of nonlinear mechanical systems and materials
2023 Méthodes d'évaluation en extraction d'information ouverte
2023 Generative models : from data generation to representation learning
2023 Towards combining deep learning and statistical relational learning for reasoning on graphs
2023 Context-aware ranking : from search to dialogue
2023 Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game
2023 Low-resource suicide ideation and depression detection with multitask learning and large language models
2023 Variations sur le protocole BB84 avec bases de polarisation secrètes
2023 Small batch deep reinforcement learning
2023 Deep learning algorithms for database-driven peptide search
2023 Improving predictive behavior under distributional shift
2023 Domain-specific differencing and merging of models
2023 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2023 A multi-agent nudge-based approach for disclosure mitigation online
2023 Adding hygiene to gambit scheme
2023 Fair vaccination strategies with influence maximization : a case study on COVID-19
2023 Predicting viral respiratory tract infections using wearable garment biosensors
2023 An exploratory study of decision-focused learning for mutli-commodity network design in transportation
2023 Deep learning on signals : discretization invariance, lossless compression and nonuniform compression
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 On impact of mixing times in continual reinforcement learning
2023 Efficient reformulations for deterministic and choice-based network design problems
Number of results : 1487