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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
2022 Learning to compare nodes in branch and bound with graph neural networks
2022 Développement d’un serveur LSP pour Typer
2022 Differentiable world programs
2022 From specialists to generalists : inductive biases of deep learning for higher level cognition
2022 Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking
2022 Deep geometric probabilistic models
2022 Optimization tools for non-asymptotic statistics in exponential families
2022 A stochastic integer programming approach to reserve staff scheduling with preferences
2022 DS-Fake : a data stream mining approach for fake news detection
2022 Re-weighted softmax cross-entropy to control forgetting in federated learning
2022 Résolution d’un problème de collecte et livraison dynamique sur un réseau routier avec temps de parcours variables
2022 Stability-aware simplification of curve networks
2022 Segmentation des images radiographiques à rayon-X basée sur la fusion entropique et Reconstruction 3D biplanaire des os basée sur la modélisation statistique non-linéaire
2022 Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel
2022 Accounting for variance and hyperparameter optimization in machine learning benchmarks
2022 Incorporating health factors into food recommendation : experiments on real-world data from a weight-loss app
2022 Autoencoders for natural language semantics
2022 Génération de données : de l’anonymisation à la construction de populations synthétiques
2022 Dynamics of learning and generalization in neural networks
2022 Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset
2022 Stabilizing Q-Learning for continuous control
2022 On the VC-dimension of Tensor Networks
2022 On iterated learning for task-oriented dialogue
2022 Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination
2022 Measuring RocksDB performance and adaptive sampling for model estimation
2022 Generating graphical and projectional editors
2022 Adversarial games in machine learning : challenges and applications
2022 Benchmarking bias mitigation algorithms in representation learning through fairness metrics
2022 A personality aware recommendation system
2022 (Out-of-distribution?) : generalization in deep learning
2022 Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT
2022 Improving information subsampling with local inhibition
2022 Évaluation de la charge mentale des pilotes en manœuvre aérienne
2022 Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization
2022 Towards meaningful and data-efficient learning : exploring GAN losses, improving few-shot benchmarks, and multimodal video captioning
2022 Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings
2022 Imitation from observation using behavioral learning
2022 Agent abstraction in multi-agent reinforcement learning
2022 City decision-making : optimization of the location and design of urban green spaces
2022 Accelerated algorithms for temporal difference learning methods
2022 Controllable music performance synthesis via hierarchical modelling
2022 Problem hierarchies in continual learning
2022 Sample efficient reinforcement learning for biological sequence design
2022 Inductive biases for efficient information transfer in artificial networks
2022 Generalization in federated learning
2022 Advances in generative models for dynamic scenes
2022 Renormalization group theory, scaling laws and deep learning
2022 On discovering and learning structure under limited supervision
2022 Vers la sécurité des conteneurs : les comprendre et les sécuriser
2022 Adaptive learning of tensor network structures
Number of results : 1659