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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 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2023 Sketch-based interactive shape deformation using shading isophotes
2023 Training large multimodal language models with ethical values
2023 Low-resource suicide ideation and depression detection with multitask learning and large language models
2023 Deep learning on signals : discretization invariance, lossless compression and nonuniform compression
2023 Context-aware ranking : from search to dialogue
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 Estimation de cartes d'énergie du bruit apériodique de la marche humaine avec une caméra de profondeur pour la détection de pathologies et modèles légers de détection d'objets saillants basés sur l'opposition de couleurs
2023 Analysis of the human corneal shape with machine learning
2023 Adding hygiene to gambit scheme
2023 Deep networks training and generalization: insights from linearization
2023 Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning
2023 Methods for solving combinatorial pricing problems
2023 Predicting stock market trends using time-series classification with dynamic neural networks
2023 Towards privacy-preserving and fairness-enhanced item ranking in recommender systems
2022 Cyclopean optical flow
2022 Mixed-integer programming representation for symmetrical partition function form games
2022 Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking
2022 A personality aware recommendation system
2022 Inductive biases for efficient information transfer in artificial networks
2022 Adversarial games in machine learning : challenges and applications
2022 Generalization in federated learning
2022 Autoencoders for natural language semantics
2022 Vers la sécurité des conteneurs : les comprendre et les sécuriser
2022 Syntactic inductive biases for deep learning methods
2022 Local differentially private mechanisms for text privacy protection
2022 Generating graphical and projectional editors
2022 Understanding, improving, and generalizing generative models
2022 Re-weighted softmax cross-entropy to control forgetting in federated learning
2022 Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings
Number of results : 1665