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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
2023 Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning
2023 Contextual cues for deep learning models of code
2023 Sur l’application de la structure de graphes pour le calcul automatique de nombres de reproduction dans les modèles à compartiments déterministes
2023 Méthodes d'évaluation en extraction d'information ouverte
2023 Amélioration des messages d'erreurs Typer par algorithme génétique
2023 Rethinking continual learning approach and study out-of-distribution generalization algorithms
2022 From specialists to generalists : inductive biases of deep learning for higher level cognition
2022 DS-Fake : a data stream mining approach for fake news detection
2022 Differentiable world programs
2022 Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings
2022 Sample efficient reinforcement learning for biological sequence design
2022 Extraction of UML class diagrams from natural language specifications
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 Mixed-integer programming representation for symmetrical partition function form games
2022 Benchmarking bias mitigation algorithms in representation learning through fairness metrics
2022 On discovering and learning structure under limited supervision
2022 Développement d’un serveur LSP pour Typer
2022 Stability-aware simplification of curve networks
2022 Attention, concentration, and distraction measure using EEG and eye tracking in virtual reality
2022 Syntactic inductive biases for deep learning methods
2022 Parametric Scattering Networks
2022 Improving information subsampling with local inhibition
2022 Adaptive learning of tensor network structures
2022 City decision-making : optimization of the location and design of urban green spaces
2022 Generating graphical and projectional editors
2022 Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset
2022 Adversarial games in machine learning : challenges and applications
2022 Game theoretical characterization of the multi-agent network expansion game
2022 A personality aware recommendation system
2022 On the VC-dimension of Tensor Networks
2022 On iterated learning for task-oriented dialogue
2022 Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking
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 Renormalization group theory, scaling laws and deep learning
2022 Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT
2022 Learning to compare nodes in branch and bound with graph neural networks
2022 (Out-of-distribution?) : generalization in deep learning
Number of results : 1518