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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 Generalization in federated learning
2022 On the VC-dimension of Tensor Networks
2022 Contributions to generative models and their applications
2022 Autoencoders for natural language semantics
2022 On iterated learning for task-oriented dialogue
2022 Développement d’un serveur LSP pour Typer
2022 (Out-of-distribution?) : generalization in deep learning
2022 Cyclopean optical flow
2022 Latent data augmentation and modular structure for improved generalization
2022 Évaluation de la charge mentale des pilotes en manœuvre aérienne
2022 Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings
2022 Inductive biases for efficient information transfer in artificial networks
2022 Accelerated algorithms for temporal difference learning methods
2022 Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination
2022 Personalized fake news aware recommendation system
2022 Imitation from observation using behavioral learning
2022 Adaptive learning of tensor network structures
2022 Neural probabilistic path prediction : skipping paths for acceleration
2022 Stabilizing Q-Learning for continuous control
2022 Renormalization group theory, scaling laws and deep learning
2022 Learning to compare nodes in branch and bound with graph neural networks
2022 Improving information subsampling with local inhibition
2022 Measuring RocksDB performance and adaptive sampling for model estimation
2022 Dynamics of learning and generalization in neural networks
2022 Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization
2022 Stability-aware simplification of curve networks
2022 Optimization tools for non-asymptotic statistics in exponential families
2022 Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel
2022 Agent abstraction in multi-agent reinforcement learning
2022 Génération de données : de l’anonymisation à la construction de populations synthétiques
2021 Better representation learning for TPMS
2021 Extraction de comportements reproductibles en avatar virtuel
2021 Towards computationally efficient neural networks with adaptive and dynamic computations
2021 Méthodes de décomposition basées sur la relaxation lagrangienne : cas du problème de transport avec coûts fixes
2021 Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling
2021 Estimation de pose 2D par réseau convolutif
2021 Personalized question-based cybersecurity recommendation systems
2021 On quantifying the value of simulation for training and evaluating robotic agents
2021 Locality and compositionality in representation learning for complex visual tasks
2021 Evolving‌ ‌artificial‌ ‌neural‌ ‌networks‌‌ ‌to‌ ‌imitate‌ ‌human‌ ‌behaviour‌‌ ‌in‌ ‌Shinobi‌ ‌III‌ ‌:‌ ‌return‌ ‌of‌ ‌the‌ ‌Ninja‌ ‌master‌
2021 Job dissatisfaction detection through progress note
2021 Extending domain-specific modeling editors with multi-touch interactions
2021 Quasi second-order methods for PDE-constrained forward and inverse problems
2021 Hybrid and data-driven methods for efficient and realistic particle-based liquid simulations
2021 IIRC : Incremental Implicitly-Refined Classification
2021 Assessing neural network dynamics under normal and altered states of consciousness with MEG : methodological challenges and proposed solutions for atypical power spectra
2021 Steepest descent as Linear Quadratic Regulation
2021 Mechanical characterization of rigid discrete interlocking materials
2021 Tools for fluid simulation control in computer graphics
2021 Continuous coordination as a realistic scenario for lifelong learning
Number of results : 1514