2023-08 |
Advances in uncertainty modelling : from epistemic uncertainty estimation to generalized generative flow networks |
Lahlou, Salem |
Bengio, Yoshua |
2023-08 |
Improving predictive behavior under distributional shift |
Ahmed, Faruk |
Courville, Aaron |
2023-08 |
Analysis and evaluation of the pilot attentional model |
Ghaderi, Maryam |
Frasson, Claude |
2023-08 |
Reasoning with structure : graph neural networks algorithms and applications |
Deac, Andreea-Ioana |
Tang, Jian |
2023-08 |
Finer grained evaluation methods for better understanding of deep neural network representations |
Bordes, Florian |
Vincent, Pascal |
2023-08 |
Few-shot prompt learning for automating model completion |
Ben-Chaaben, Meriem |
Sahraoui, Houari |
2023-08 |
Co-simulation for controlled environment agriculture |
Archambault, Pascal |
Syriani, Eugene; Sahraoui, Houari |
2023-08 |
Méthodes d'évaluation en extraction d'information ouverte |
Lamarche, Fabrice |
Langlais, Philippe |
2023-07 |
AI for molecule discovery with multi-modal knowledge |
Liu, Shengchao |
Tang, Jian |
2023-07 |
La reconnaissance automatique des brins complémentaires : leçons concernant les habiletés des algorithmes d'apprentissage automatique en repliement des acides ribonucléiques |
Chasles, Simon |
Major, François |
2023-07 |
Conditional generative modeling for images, 3D animations, and video |
Voleti, Vikram |
Pal, Christopher |
2023-07 |
Adding hygiene to gambit scheme |
Doucet, Antoine |
Feeley, Marc |
2023-07 |
Learned interpreters : structural and learned systematicity in neural networks for program execution |
Bieber, David |
Larochelle, Hugo; Tarlow, Daniel |
2023-07 |
Towards privacy-preserving and fairness-enhanced item ranking in recommender systems |
Sun, Jia Ao |
Aïmeur, Esma; Farnadi, Golnoosh |
2023-07 |
AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games |
Kemtur, Anirudha |
Bellec, Pierre; Jerbi, Karim |
2023-07 |
Deep learning on signals : discretization invariance, lossless compression and nonuniform compression |
Demeule, Léa |
Berseth, Glen |
2023-07 |
Apprentissage de stratégies de calcul adaptatives pour les réseaux neuronaux profonds |
Kamanda, Aton |
Sahraoui, Houari |
2023-07 |
Sur l'élaboration de meilleures techniques pour l'apprentissage auto-supervisé des représentations du code |
Maes, Lucas |
Sahraoui, Houari |
2023-07 |
Differentiable best response shaping |
Aghajohari, Milad |
Courville, Aaron |
2023-06 |
Learning and planning with noise in optimization and reinforcement learning |
Thomas, Valentin |
Bengio, Yoshua; Le Roux, Nicolas |
2023-06 |
Data-driven optimization of bus schedules under uncertainties |
Ricard, Léa |
Lodi, Andrea; Desaulniers, Guy; Rousseau, Louis-Martin |
2023-06 |
Towards the reduction of greenhouse gas emissions : models and algorithms for ridesharing and carbon capture and storage |
Homsi, Gabriel |
Jena, Sanjay Dominik |
2023-06 |
ZeroAbuse, a serious game to prevent child maltreatment |
Cevallos, Lissethy |
Aïmeur, Esma |
2023-06 |
Vers la mitigation des biais en traitement neuronal des langues |
Le Berre, Guillaume |
Langlais, Philippe; Cerisara, Christophe |
2023-06 |
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 |
Ndayikengurukiye, Didier |
Mignotte, Max |
2023-06 |
FETA : fairness enforced verifying, training, and predicting algorithms for neural networks |
Mohammadi, Kiarash |
Farnadi, Golnoosh |
2023-05 |
Emergence of language-like latents in deep neural networks |
Lu, Yuchen |
Courville, Aaron |
2023-05 |
Leveraging self-supervision for visual embodied navigation with neuralized potential fields |
Saavedra Ruiz, Miguel Angel |
Paull, Liam |
2023-04 |
Model-based hyperparameter optimization |
Crouther, Paul |
Bacon, Pierre-Luc |
2023-04 |
Calibrated uncertainty estimation for SLAM |
Bansal, Dishank |
Paull, Liam |
2023-04 |
Investigating intra and inter-subject performance with deep learning for gait on irregular surfaces |
Lam, Guillaume |
Dixon, Philippe |
2023-04 |
Multi-task learning for joint diagnosis of CNVs and psychiatric conditions from rs-fMRI |
Harvey, Annabelle |
Bellec, Pierre; Jacquemont, Sébastien; Dumas, Guillaume |
2023-04 |
Amélioration des messages d'erreurs Typer par algorithme génétique |
Fall, Ismaïla |
Monnier, Stefan |
2023-04 |
Détection de tableaux dans des documents : une étude de TableBank |
Yockell, Eugénie |
Langlais, Philippe |
2023-04 |
Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game |
Bouzegza, Firdaous |
Aïmeur, Esma |
2023-04 |
Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning |
Gagnon-Audet, Jean-Christophe |
Dumas, Guillaume; Rish, Irina |
2023-04 |
Sur l’application de la structure de graphes pour le calcul automatique de nombres de reproduction dans les modèles à compartiments déterministes |
Simard, Alexandre |
Rish, Irina; Bélair, Jacques |
2023-04 |
Detection, recuperation and cross-subject classification of mental fatigue |
Hajj Assaf, Alyssa |
Frasson, Claude |
2023-03 |
Computational modeling and design of nonlinear mechanical systems and materials |
Tang, Pengbin |
Thomaszewski, Bernhard |
2023-03 |
Context-aware ranking : from search to dialogue |
Zhu, Yutao |
Nie, Jian-Yun |
2023-03 |
Fear prediction for training robust RL agents |
Gauthier, Charlie |
Paull, Liam |
2023-02 |
Variations sur le protocole BB84 avec bases de polarisation secrètes |
Gazaille, Shany Xiye |
Brassard, Gilles; Salvail, Louis |
2023-02 |
On impact of mixing times in continual reinforcement learning |
Raparthy, Sharath Chandra |
Rish, Irina |
2023-01 |
Analysis of the human corneal shape with machine learning |
Bouazizi, Hala |
Meunier, Jean |
2023-01 |
Deep networks training and generalization: insights from linearization |
George, Thomas |
Vincent, Pascal; Lajoie, Guillaume |
2022-12 |
Gestion manuelle et sécuritaire de la mémoire en Typer |
Génier, Simon |
Monnier, Stefan |
2022-12 |
Stabilizing Q-Learning for continuous control |
Hui, David Yu-Tung |
Bacon, Pierre-Luc; Courville, Aaron |
2022-12 |
Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination |
Mai, Vincent |
Paull, Liam |
2022-12 |
Automatic taxonomy evaluation |
Gao, Tianjian |
Langlais, Philippe |
2022-12 |
Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT |
Petricevic, Uros |
Langlais, Philippe |