2022 |
A personality aware recommendation system |
Elourajini, Fahed |
Aïmeur, Esma |
2022 |
Accounting for variance and hyperparameter optimization in machine learning benchmarks |
Bouthillier, Xavier |
Vincent, Pascal |
2022 |
Improving information subsampling with local inhibition |
Piché, Marc-André |
Rish, Irina |
2022 |
Dynamics of learning and generalization in neural networks |
Pezeshki, Mohammad |
Lajoie, Guillaume; Bengio, Yoshua |
2022 |
Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT |
Petricevic, Uros |
Langlais, Philippe |
2022 |
Évaluation de la charge mentale des pilotes en manœuvre aérienne |
Antoine, Maxime |
Frasson, Claude |
2022 |
Mixed-integer programming representation for symmetrical partition function form games |
Pepin, Justine |
Carvalho, Margarida; Sankaranarayanan, Sriram |
2022 |
Generating graphical and projectional editors |
Ducoin, Aurélien |
Syriani, Eugene |
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 |
Résolution d’un problème de collecte et livraison dynamique sur un réseau routier avec temps de parcours variables |
Caron, Félix |
Potvin, Jean-Yves; Gendreau, Michel |
2022 |
Incorporating health factors into food recommendation : experiments on real-world data from a weight-loss app |
Ling, Yabo |
Nie, Jian-Yun |
2022 |
Towards meaningful and data-efficient learning : exploring GAN losses, improving few-shot benchmarks, and multimodal video captioning |
Huang, Gabriel |
Lacoste-Julien, Simon |
2022 |
Game theoretical characterization of the multi-agent network expansion game |
Caye, Flore |
Carvalho, Margarida; Ngueveu, Sandra |
2022 |
Adversarial games in machine learning : challenges and applications |
Berard, Hugo |
Vincent, Pascal; Lacoste-Julien, Simon |
2022 |
Autoencoders for natural language semantics |
Bosc, Tom |
Vincent, Pascal |
2022 |
Measuring RocksDB performance and adaptive sampling for model estimation |
Laprés-Chartrand, Jean |
Bastin, Fabian |
2022 |
Advances in generative models for dynamic scenes |
Castrejon Subira, Lluis Enric |
Courville, Aaron; Ballas, Nicolas |
2022 |
Generalization in federated learning |
Tenison, Irene |
Rish, Irina; Belilovsky, Eugene |
2022 |
Gestion manuelle et sécuritaire de la mémoire en Typer |
Génier, Simon |
Monnier, Stefan |
2022 |
Learning to compare nodes in branch and bound with graph neural networks |
Labassi, Abdel Ghani |
Lodi, Andrea; Chetelat, Didier |
2022 |
Problem hierarchies in continual learning |
Normandin, Fabrice |
Rish, Irina |
2022 |
From specialists to generalists : inductive biases of deep learning for higher level cognition |
Goyal, Anirudh |
Bengio, Yoshua |
2022 |
Renormalization group theory, scaling laws and deep learning |
Haggi Mani, Parviz |
Rish, Irina |
2022 |
Stabilizing Q-Learning for continuous control |
Hui, David Yu-Tung |
Bacon, Pierre-Luc; Courville, Aaron |
2022 |
Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization |
VaraminyBahnemiry, Zahra |
Sahraoui, Houari |
2022 |
Inductive biases for efficient information transfer in artificial networks |
Kerg, Giancarlo |
Lajoie, Guillaume; Bengio, Yoshua |
2022 |
A stochastic integer programming approach to reserve staff scheduling with preferences |
Perreault-Lafleur, Carl |
Carvalho, Margarida; Desaulniers, Guy |
2022 |
Adaptive learning of tensor network structures |
Hashemizadehaghda, Seyed Meraj |
Rabusseau, Guillaume |
2022 |
Stability-aware simplification of curve networks |
Neveu, William |
Bessmeltsev, Mikhail |
2022 |
Differentiable world programs |
Jatavallabhul, Krishna Murthy |
Paull, Liam |
2022 |
Cyclopean optical flow |
Robles Hernández, Maria Fernanda |
Roy, Sébastien |
2022 |
Deep geometric probabilistic models |
Xu, Minkai |
Tang, Jian |
2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
2021 |
Virtual reality therapy for Alzheimer’s disease with speech instruction and real-time neurofeedback system |
Ai, Yan |
Frasson, Claude |
2021 |
On representation learning for generative models of text |
Subramanian, Sandeep |
Pal, Christopher; Bengio, Yoshua |
2021 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |
2021 |
Locality and compositionality in representation learning for complex visual tasks |
Sylvain, Tristan |
Bengio, Yoshua; Hjelm, Rex Devon |
2021 |
Quasi second-order methods for PDE-constrained forward and inverse problems |
Zehnder, Jonas |
Thomaszewski, Bernhard |
2021 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
2021 |
Extended distribution effects for realistic appearance and light transport |
Guertin-Renaud, Jean-Philippe |
Nowrouzezahrai, Derek |