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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 Apprentissage de descripteurs locaux pour l’amélioration des systèmes de SLAM visuel
2023 Probability flows in deep learning
2023 Towards the reduction of greenhouse gas emissions : models and algorithms for ridesharing and carbon capture and storage
2023 Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game
2023 On impact of mixing times in continual reinforcement learning
2023 Learned interpreters : structural and learned systematicity in neural networks for program execution
2023 Sequential decision modeling in uncertain conditions
2023 FETA : fairness enforced verifying, training, and predicting algorithms for neural networks
2023 Fear prediction for training robust RL agents
2023 Deep learning algorithms for database-driven peptide search
2023 Low-resource suicide ideation and depression detection with multitask learning and large language models
2023 Building sample-efficient reinforcement learning
2023 Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning
2023 Calibrated uncertainty estimation for SLAM
2023 Conditional generative modeling for images, 3D animations, and video
2023 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2023 Représentations géométriques de détails fins pour la simulation d’éclairage
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 Towards privacy-preserving and fairness-enhanced item ranking in recommender systems
2023 Fair vaccination strategies with influence maximization : a case study on COVID-19
2023 Coordination in generative modeling, automatic differentiation and multi-agent learning
2023 Apprentissage de stratégies de calcul adaptatives pour les réseaux neuronaux profonds
2023 Predicting viral respiratory tract infections using wearable garment biosensors
2023 Optimizing vertical farming : control and scheduling algorithms for enhanced plant growth
2023 Automatic symbolic melody generation from lyrics
2023 Variations sur le protocole BB84 avec bases de polarisation secrètes
2023 Rethinking continual learning approach and study out-of-distribution generalization algorithms
2023 Amélioration des messages d'erreurs Typer par algorithme génétique
2023 Towards combining deep learning and statistical relational learning for reasoning on graphs
2023 Finer grained evaluation methods for better understanding of deep neural network representations