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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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2023 Training large multimodal language models with ethical values
2023 Finer grained evaluation methods for better understanding of deep neural network representations
2022 A personality aware recommendation system
2022 DS-Fake : a data stream mining approach for fake news detection
2022 Sample efficient reinforcement learning for biological sequence design
2022 Adversarial games in machine learning : challenges and applications
2022 Parametric Scattering Networks
2022 Understanding, improving, and generalizing generative models
2022 Game theoretical characterization of the multi-agent network expansion game
2022 On discovering and learning structure under limited supervision
2022 Attention, concentration, and distraction measure using EEG and eye tracking in virtual reality
2022 Re-weighted softmax cross-entropy to control forgetting in federated learning
2022 Extraction of UML class diagrams from natural language specifications
2022 Syntactic inductive biases for deep learning methods
2022 Generating graphical and projectional editors
2022 Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking
2022 Towards meaningful and data-efficient learning : exploring GAN losses, improving few-shot benchmarks, and multimodal video captioning
2022 Incorporating health factors into food recommendation : experiments on real-world data from a weight-loss app
2022 Accounting for variance and hyperparameter optimization in machine learning benchmarks
2022 Une étude des graphes jumeaux via l'auto-abritement