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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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2021 Quasi second-order methods for PDE-constrained forward and inverse problems
2021 On inverse reinforcement learning and dynamic discrete choice for predicting path choices
2021 Gentleman : a lightweight web-based projectional editor
2021 On quantifying the value of simulation for training and evaluating robotic agents
2021 Alzheimer prediction from connected speech extracts : assessment of generalisation to new data
2021 Extraction de comportements reproductibles en avatar virtuel
2021 Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling
2021 Étude de modèles neuronaux de questions-réponses
2021 Creation of a vocal emotional profile (VEP) and measurement tools
2021 Extended distribution effects for realistic appearance and light transport
2020 Assessing the robustness of genetic codes and genomes
2020 Articulating design-time uncertainty with DRUIDE
2020 Evolution of domain-specific languages depending on external libraries
2020 VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection
2020 Modeling functional brain activity of human working memory using deep recurrent neural networks
2020 Introduction à la reconstruction 3D par lumière structurée
2020 Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization
2020 A game theoretical model for a collaborative e-learning platform on privacy awareness
2020 European day-ahead electricity price forecasting
2020 Learning discrete word embeddings to achieve better interpretability and processing efficiency
2020 Towards using intelligent techniques to assist software specialists in their tasks
2020 Neural approaches to dialog modeling
2020 Apprentissage de modèles causaux par réseaux de neurones artificiels
2020 Leveraging distant supervision for improved named entity recognition
2020 Programmation stochastique à deux étapes pour l’ordonnancement des arrivées d’avions sous incertitude
2020 The multilevel critical node problem : theoretical intractability and a curriculum learning approach
2020 Adapting modeling environments to domain specific interactions
2020 A data-driven discrete elastic rod model for shells and solids
2020 Open source quality control tool for translation memory using artificial intelligence
2020 Deep reinforcement learning for multi-modal embodied navigation
2020 A deep learning theory for neural networks grounded in physics
2020 Advances in parameterisation, optimisation and pruning of neural networks
2020 Optimizing ANN Architectures using Mixed-Integer Programming
2020 Study and experimentation of cognitive decline measurements in a virtual reality environment
2020 Towards privacy preserving cooperative cloud based intrusion detection systems
2020 A rolling horizon approach for the locomotive routing problem at the Canadian National Railway Company
2020 Traffic prediction and bilevel network design
2020 Towards better understanding and improving optimization in recurrent neural networks
2020 Estimation neuronale de l'information mutuelle
2020 Identifying electrons with deep learning methods
2020 Towards using fluctuations in internal quality metrics to find design intents
2020 Data-efficient reinforcement learning with self-predictive representations
2020 Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée
2020 Personal information prediction from written texts
2020 Real-time human action and gesture recognition using skeleton joints information towards medical applications
2020 Edit distance metrics for measuring dissimilarity between labeled gene trees
2020 Entity-centric representations in deep learning
2020 Méta-enseignement : génération active d’exemples par apprentissage par renforcement
2020 Statistical physics of constraint satisfaction problems
2020 Modélisation des réseaux de régulation de l’expression des gènes par les microARN