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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 Learned interpreters : structural and learned systematicity in neural networks for program execution
2023 Detecting pre-error states and process deviations resulting from cognitive overload in aircraft pilots
2023 Sur l’application de la structure de graphes pour le calcul automatique de nombres de reproduction dans les modèles à compartiments déterministes
2023 Emergence of language-like latents in deep neural networks
2023 Towards privacy-preserving and fairness-enhanced item ranking in recommender systems
2023 Fair vaccination strategies with influence maximization : a case study on COVID-19
2023 An exploratory study of decision-focused learning for mutli-commodity network design in transportation
2023 Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game
2023 Adding hygiene to gambit scheme
2023 Model-based hyperparameter optimization
2023 Low-resource suicide ideation and depression detection with multitask learning and large language models
2023 Analysis of the human corneal shape with machine learning
2023 Détection de tableaux dans des documents : une étude de TableBank
2023 Toward causal representation and structure learning
2023 ZeroAbuse, a serious game to prevent child maltreatment
2023 On choice models in the context of MDPs
2023 Reasoning with structure : graph neural networks algorithms and applications
2023 Predicting viral respiratory tract infections using wearable garment biosensors
2023 Few-shot prompt learning for automating model completion
2023 Small batch deep reinforcement learning
2023 Deep learning on signals : discretization invariance, lossless compression and nonuniform compression
2023 Context-aware ranking : from search to dialogue
2023 Improving predictive behavior under distributional shift
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 Probability flows in deep learning
2023 Variations sur le protocole BB84 avec bases de polarisation secrètes
2023 Co-simulation for controlled environment agriculture
2023 Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning
2023 Parameter-efficient modeling and robust automatic evaluation of image captioning
2023 Sequential decision modeling in uncertain conditions
2023 Training large multimodal language models with ethical values
2023 Automatic symbolic melody generation from lyrics
2023 Leveraging self-supervision for visual embodied navigation with neuralized potential fields
2023 Advances in uncertainty modelling : from epistemic uncertainty estimation to generalized generative flow networks
2023 Towards a unified model for speech and language processing
2023 Sur l'élaboration de meilleures techniques pour l'apprentissage auto-supervisé des représentations du code
2023 Sketch-based interactive shape deformation using shading isophotes
2023 Fairness through domain awareness : mitigating popularity bias for music discovery
2023 La reconnaissance automatique des brins complémentaires : leçons concernant les habiletés des algorithmes d'apprentissage automatique en repliement des acides ribonucléiques
2023 FETA : fairness enforced verifying, training, and predicting algorithms for neural networks
Number of results : 1516