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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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2022 Stability-aware simplification of curve networks
2022 Problem hierarchies in continual learning
2022 Dynamics of learning and generalization in neural networks
2022 Re-weighted softmax cross-entropy to control forgetting in federated learning
2022 Accelerated algorithms for temporal difference learning methods
2022 Improving information subsampling with local inhibition
2022 Adaptive learning of tensor network structures
2022 Résolution d’un problème de collecte et livraison dynamique sur un réseau routier avec temps de parcours variables
2022 Learning to compare nodes in branch and bound with graph neural networks
2022 Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT
2022 On the VC-dimension of Tensor Networks
2022 Cyclopean optical flow
2022 On iterated learning for task-oriented dialogue
2022 Accounting for variance and hyperparameter optimization in machine learning benchmarks
2022 Mixed-integer programming representation for symmetrical partition function form games
2022 Benchmarking bias mitigation algorithms in representation learning through fairness metrics
2022 Understanding, improving, and generalizing generative models
2022 Differentiable world programs
2022 Autoencoders for natural language semantics
2022 Syntactic inductive biases for deep learning methods
2022 Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings
2022 Contributions to generative models and their applications
2022 Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking
2022 City decision-making : optimization of the location and design of urban green spaces
2022 Automatic taxonomy evaluation
2022 Évaluation de la charge mentale des pilotes en manœuvre aérienne
2022 Local differentially private mechanisms for text privacy protection
2022 Vers la sécurité des conteneurs : les comprendre et les sécuriser
2022 Advances in generative models for dynamic scenes
2022 Generalization in federated learning
2022 Gestion manuelle et sécuritaire de la mémoire en Typer
2022 Inductive biases for efficient information transfer in artificial networks
2022 (Out-of-distribution?) : generalization in deep learning
2022 Deep geometric probabilistic models
2022 Semi-transparent textures based on opaque and transparent texels augmented with a thickness
2022 Une étude des graphes jumeaux via l'auto-abritement
2022 A stochastic integer programming approach to reserve staff scheduling with preferences
2022 From specialists to generalists : inductive biases of deep learning for higher level cognition
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 Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination
Number of results : 1615