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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 Trier par date en ordre croissant Titre Trier par titre en ordre croissant
2024 Exploring multivariate adaptations of the Lag-Llama univariate time series forecasting approach
2024 Beyond the horizon : improved long-range sequence modeling, from dynamical systems to language
2024 Quotient Types in Typer
2024 Leveraging foundation models towards semantic world representations for robotics
2024 Learning optimizers for communication-efficient distributed learning
2024 Mobility anomaly detection with intelligent video surveillance
2024 Domain adaptation in reinforcement learning via causal representation learning
2024 Evaluating approaches to solving proportional sentence analogies
2024 Towards human-AI co-creation for Hindustani music : modeling and interaction
2024 Dynamic capacities and priorities in stable matching
2024 Promoting robustness and compositionality in machine learning with insights from cognitive bottlenecks
2024 HarmonyCo : développement d'une bibliothèque Python pour le calcul optimisé de la médiane de permutations
2024 Beyond the status quo in deep reinforcement learning
2024 Towards maintainable machine learning development through continual and modular learning
2024 Embedding cultural diversity in prototype-based recommender systems
2024 Aligning language models to code : exploring efficient, temporal, and preference alignment for code generation
2023 Domain-specific differencing and merging of models
2023 Fairness through domain awareness : mitigating popularity bias for music discovery
2023 Reasoning with structure : graph neural networks algorithms and applications
2023 Data-driven optimization of bus schedules under uncertainties
2023 Sketch-based interactive shape deformation using shading isophotes
2023 Methods for solving combinatorial pricing problems
2023 Emergence of language-like latents in deep neural networks
2023 Investigating intra and inter-subject performance with deep learning for gait on irregular surfaces
2023 Co-simulation for controlled environment agriculture
2023 ZeroAbuse, a serious game to prevent child maltreatment
2023 Detecting pre-error states and process deviations resulting from cognitive overload in aircraft pilots
2023 Improving predictive behavior under distributional shift
2023 Deep networks training and generalization: insights from linearization
2023 Multi-attribute deterministic and stochastic two echelon location routing problems
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
Nombre de résultats : 1661