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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 Dynamic capacities and priorities in stable matching
2024 Understanding our 3D world via generative modeling
2024 Towards efficient large language models : training low-bitwidth variants and low-rank decomposition of pretrained models
2024 Domain adaptation in reinforcement learning via causal representation learning
2023 Emergence of language-like latents in deep neural networks
2023 Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game
2023 Fairness through domain awareness : mitigating popularity bias for music discovery
2023 Investigating intra and inter-subject performance with deep learning for gait on irregular surfaces
2023 Variations sur le protocole BB84 avec bases de polarisation secrètes
2023 Deep learning algorithms for database-driven peptide search
2023 Towards the reduction of greenhouse gas emissions : models and algorithms for ridesharing and carbon capture and storage
2023 Domain-specific differencing and merging of models
2023 Deep networks training and generalization: insights from linearization
2023 Probability flows in deep learning
2023 Apprentissage de descripteurs locaux pour l’amélioration des systèmes de SLAM visuel
2023 Sketch-based interactive shape deformation using shading isophotes
2023 Learned interpreters : structural and learned systematicity in neural networks for program execution
2023 Data-driven optimization of bus schedules under uncertainties
2023 Fear prediction for training robust RL agents
2023 Multi-attribute deterministic and stochastic two echelon location routing problems
2023 Co-simulation for controlled environment agriculture
2023 Sequential decision modeling in uncertain conditions
2023 FETA : fairness enforced verifying, training, and predicting algorithms for neural networks
2023 Methods for solving combinatorial pricing problems
2023 Detecting pre-error states and process deviations resulting from cognitive overload in aircraft pilots
2023 On impact of mixing times in continual reinforcement learning
2023 Improving predictive behavior under distributional shift
2023 Reasoning with structure : graph neural networks algorithms and applications
2023 ZeroAbuse, a serious game to prevent child maltreatment
2023 Sur l'élaboration de meilleures techniques pour l'apprentissage auto-supervisé des représentations du code
2023 An exploratory study of decision-focused learning for mutli-commodity network design in transportation
2023 Fair vaccination strategies with influence maximization : a case study on COVID-19
2023 Weak core solution for the non-transferable utility kidney exchange game
2023 Neurobiologically-inspired models : exploring behaviour prediction, learning algorithms, and reinforcement learning
2023 Conditional generative modeling for images, 3D animations, and video
2023 Towards combining deep learning and statistical relational learning for reasoning on graphs
2023 A multi-agent nudge-based approach for disclosure mitigation online
2023 Predicting viral respiratory tract infections using wearable garment biosensors
2023 Coordination in generative modeling, automatic differentiation and multi-agent learning
2023 Vers la mitigation des biais en traitement neuronal des langues
2023 Rethinking continual learning approach and study out-of-distribution generalization algorithms
2023 Amélioration des messages d'erreurs Typer par algorithme génétique
2023 Learning and planning with noise in optimization and reinforcement learning
2023 Finer grained evaluation methods for better understanding of deep neural network representations
2023 Towards privacy-preserving and fairness-enhanced item ranking in recommender systems
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 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 Apprentissage de stratégies de calcul adaptatives pour les réseaux neuronaux profonds
Number of results : 1649