| 2022 |
Attention, concentration, and distraction measure using EEG and eye tracking in virtual reality |
Zarour, Mahdi |
Frasson, Claude |
| 2022 |
Automatic taxonomy evaluation |
Gao, Tianjian |
Langlais, Philippe |
| 2022 |
Génération de données : de l’anonymisation à la construction de populations synthétiques |
Jutras-Dubé, Pascal |
Bastin, Fabian; Morales, Manuel |
| 2022 |
Personalized fake news aware recommendation system |
Sallami, Dorsaf |
Aïmeur, Esma |
| 2022 |
Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel |
Pagès, Lucas |
Langlais, Philippe |
| 2022 |
Adaptive learning of tensor network structures |
Hashemizadehaghda, Seyed Meraj |
Rabusseau, Guillaume |
| 2022 |
Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination |
Mai, Vincent |
Paull, Liam |
| 2022 |
Game theoretical characterization of the multi-agent network expansion game |
Caye, Flore |
Carvalho, Margarida; Ngueveu, Sandra |
| 2022 |
Vers la sécurité des conteneurs : les comprendre et les sécuriser |
Lapointe, Hugo B. |
Aïmeur, Esma |
| 2022 |
Differentiable world programs |
Jatavallabhul, Krishna Murthy |
Paull, Liam |
| 2022 |
Generating graphical and projectional editors |
Ducoin, Aurélien |
Syriani, Eugene |
| 2022 |
Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings |
Trofimov, Assya |
Lemieux, Sébastien; Perreault, Claude |
| 2022 |
A stochastic integer programming approach to reserve staff scheduling with preferences |
Perreault-Lafleur, Carl |
Carvalho, Margarida; Desaulniers, Guy |
| 2022 |
Generalization in federated learning |
Tenison, Irene |
Rish, Irina; Belilovsky, Eugene |
| 2022 |
Advances in generative models for dynamic scenes |
Castrejon Subira, Lluis Enric |
Courville, Aaron; Ballas, Nicolas |
| 2022 |
Contributions to generative models and their applications |
Che, Tong |
Bengio, Yoshua |
| 2022 |
(Out-of-distribution?) : generalization in deep learning |
Caballero, Ethan |
Rish, Irina |
| 2022 |
On the VC-dimension of Tensor Networks |
Khavari, Behnoush |
Rabusseau, Guillaume |
| 2022 |
Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT |
Petricevic, Uros |
Langlais, Philippe |
| 2022 |
Accounting for variance and hyperparameter optimization in machine learning benchmarks |
Bouthillier, Xavier |
Vincent, Pascal |
| 2022 |
Problem hierarchies in continual learning |
Normandin, Fabrice |
Rish, Irina |
| 2022 |
Controllable music performance synthesis via hierarchical modelling |
Wu, Yusong |
Huang, Anna; Courville, Aaron |
| 2022 |
Évaluation de la charge mentale des pilotes en manœuvre aérienne |
Antoine, Maxime |
Frasson, Claude |
| 2022 |
Accelerated algorithms for temporal difference learning methods |
Rankawat, Anushree |
Bacon, Pierre-Luc |
| 2022 |
Understanding, improving, and generalizing generative models |
Jolicoeur-Martineau, Alexia |
Mitliagkas, Ioannis |
| 2022 |
Local differentially private mechanisms for text privacy protection |
Mo, Fengran |
Nie, Jian-Yun |
| 2022 |
Traitement des données scRNA-seq issues de la technologie Drop-Seq : application à l’étude des réseaux transcriptionnels dans le cancer du sein |
David, Marjolaine |
Lemieux, Sébastien; Mader, Sylvie |
| 2022 |
Syntactic inductive biases for deep learning methods |
Shen, Yikang |
Courville, Aaron |
| 2022 |
Improving information subsampling with local inhibition |
Piché, Marc-André |
Rish, Irina |
| 2022 |
From specialists to generalists : inductive biases of deep learning for higher level cognition |
Goyal, Anirudh |
Bengio, Yoshua |
| 2022 |
Inductive biases for efficient information transfer in artificial networks |
Kerg, Giancarlo |
Lajoie, Guillaume; Bengio, Yoshua |
| 2022 |
Dynamics of learning and generalization in neural networks |
Pezeshki, Mohammad |
Lajoie, Guillaume; Bengio, Yoshua |
| 2022 |
Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset |
Rastegarnia, Shima |
Bellec, Pierre-Louis |
| 2022 |
Benchmarking bias mitigation algorithms in representation learning through fairness metrics |
Reddy, Charan |
Anbil Parthipan, Sarath Chandar |
| 2022 |
Deep geometric probabilistic models |
Xu, Minkai |
Tang, Jian |
| 2022 |
A personality aware recommendation system |
Elourajini, Fahed |
Aïmeur, Esma |
| 2022 |
Re-weighted softmax cross-entropy to control forgetting in federated learning |
Legate, Gwendolyne |
Belilovsky, Eugene |
| 2022 |
On iterated learning for task-oriented dialogue |
Singhal, Soumye |
Courville, Aaron |
| 2022 |
Segmentation des images radiographiques à rayon-X basée sur la fusion entropique et Reconstruction 3D biplanaire des os basée sur la modélisation statistique non-linéaire |
Nguyen, Dac Cong Tai |
Mignotte, Max; Lavoie, Frédéric |
| 2022 |
Mixed-integer programming representation for symmetrical partition function form games |
Pepin, Justine |
Carvalho, Margarida; Sankaranarayanan, Sriram |