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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
2004 Segmentation hiérarchique du domaine sémantique pour l'accélération d'un modèle de langage
2019 Learning competitive ensemble of information-constrained primitives
2012 Algorithmes d'apprentissage pour la recommandation
2019 Recurrent neural models and related problems in natural language processing
2021 Towards computationally efficient neural networks with adaptive and dynamic computations
2003 Généralisation d'algorithmes de réduction de dimension
2025 Matrix theory and hardware implementation of linear recurrences
2012 Apprentissage machine efficace : théorie et pratique
2023 Advances in uncertainty modelling : from epistemic uncertainty estimation to generalized generative flow networks
2019 Improved training of energy-based models
2017 Feedforward deep architectures for classification and synthesis
2015 Advances in scaling deep learning algorithms
2018 Applications of complex numbers to deep neural networks
2003 Les algorithmes d'apprentissage appliqués aux risques financiers
2018 On Deep Multiscale Recurrent Neural Networks
2017 Learning visual representations with neural networks for video captioning and image generation
2014 Leveraging noisy side information for disentangling of factors of variation in a supervised setting
2025 Learning generative models from a control perspective
2013 Improving sampling, optimization and feature extraction in Boltzmann machines
2018 Representation Learning for Visual Data