2023-06 |
Vers la mitigation des biais en traitement neuronal des langues |
Le Berre, Guillaume |
Langlais, Philippe; Cerisara, Christophe |
2023-06 |
ZeroAbuse, a serious game to prevent child maltreatment |
Cevallos, Lissethy |
Aïmeur, Esma |
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 |
Leveraging self-supervision for visual embodied navigation with neuralized potential fields |
Saavedra Ruiz, Miguel Angel |
Paull, Liam |
2023-05 |
Emergence of language-like latents in deep neural networks |
Lu, Yuchen |
Courville, Aaron |
2023-04 |
Investigating intra and inter-subject performance with deep learning for gait on irregular surfaces |
Lam, Guillaume |
Dixon, Philippe |
2023-04 |
Calibrated uncertainty estimation for SLAM |
Bansal, Dishank |
Paull, Liam |
2023-04 |
Model-based hyperparameter optimization |
Crouther, Paul |
Bacon, Pierre-Luc |
2023-04 |
Détection de tableaux dans des documents : une étude de TableBank |
Yockell, Eugénie |
Langlais, Philippe |
2023-04 |
Detection, recuperation and cross-subject classification of mental fatigue |
Hajj Assaf, Alyssa |
Frasson, Claude |
2023-04 |
Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game |
Bouzegza, Firdaous |
Aïmeur, Esma |
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 |
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 |
Amélioration des messages d'erreurs Typer par algorithme génétique |
Fall, Ismaïla |
Monnier, Stefan |
2023-04 |
Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning |
Gagnon-Audet, Jean-Christophe |
Dumas, Guillaume; Rish, Irina |
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 |
Stabilizing Q-Learning for continuous control |
Hui, David Yu-Tung |
Bacon, Pierre-Luc; Courville, Aaron |
2022-12 |
Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT |
Petricevic, Uros |
Langlais, Philippe |
2022-12 |
Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination |
Mai, Vincent |
Paull, Liam |
2022-12 |
Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization |
VaraminyBahnemiry, Zahra |
Sahraoui, Houari |
2022-12 |
Re-weighted softmax cross-entropy to control forgetting in federated learning |
Legate, Gwendolyne |
Belilovsky, Eugene |
2022-12 |
Automatic taxonomy evaluation |
Gao, Tianjian |
Langlais, Philippe |
2022-12 |
Gestion manuelle et sécuritaire de la mémoire en Typer |
Génier, Simon |
Monnier, Stefan |
2022-12 |
Attention, concentration, and distraction measure using EEG and eye tracking in virtual reality |
Zarour, Mahdi |
Frasson, Claude |
2022-12 |
Accelerated algorithms for temporal difference learning methods |
Rankawat, Anushree |
Bacon, Pierre-Luc |
2022-12 |
Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking |
Cantürk, Semih |
Wolf, Guy |
2022-11 |
Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset |
Rastegarnia, Shima |
Bellec, Pierre-Louis |
2022-11 |
Mixed-integer programming representation for symmetrical partition function form games |
Pepin, Justine |
Carvalho, Margarida; Sankaranarayanan, Sriram |
2022-11 |
Génération de données : de l’anonymisation à la construction de populations synthétiques |
Jutras-Dubé, Pascal |
Bastin, Fabian; Morales, Manuel |
2022-11 |
Extraction of UML class diagrams from natural language specifications |
Yang, Song |
Sahraoui, Houari |
2022-11 |
Imitation from observation using behavioral learning |
Djeafea Sonwa, Medric B. |
Belilovsky, Eugene |
2022-10 |
Neural probabilistic path prediction : skipping paths for acceleration |
Peng, Bowen |
Poulin, Pierre |
2022-10 |
Contributions to generative models and their applications |
Che, Tong |
Bengio, Yoshua |
2022-10 |
Deep geometric probabilistic models |
Xu, Minkai |
Tang, Jian |
2022-10 |
Adaptive learning of tensor network structures |
Hashemizadehaghda, Seyed Meraj |
Rabusseau, Guillaume |
2022-10 |
From specialists to generalists : inductive biases of deep learning for higher level cognition |
Goyal, Anirudh |
Bengio, Yoshua |
2022-09 |
Improving information subsampling with local inhibition |
Piché, Marc-André |
Rish, Irina |
2022-09 |
Semi-transparent textures based on opaque and transparent texels augmented with a thickness |
David-Babin, Mathieu |
Poulin, Pierre |
2022-09 |
Generating graphical and projectional editors |
Ducoin, Aurélien |
Syriani, Eugene |
2022-09 |
Towards meaningful and data-efficient learning : exploring GAN losses, improving few-shot benchmarks, and multimodal video captioning |
Huang, Gabriel |
Lacoste-Julien, Simon |
2022-09 |
Autoencoders for natural language semantics |
Bosc, Tom |
Vincent, Pascal |
2022-09 |
Inductive biases for efficient information transfer in artificial networks |
Kerg, Giancarlo |
Lajoie, Guillaume; Bengio, Yoshua |
2022-08 |
On discovering and learning structure under limited supervision |
Mudumba, Sai Rajeswar |
Courville, Aaron |