2022-12 |
Re-weighted softmax cross-entropy to control forgetting in federated learning |
Legate, Gwendolyne |
Belilovsky, Eugene |
2022-12 |
Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization |
VaraminyBahnemiry, Zahra |
Sahraoui, Houari |
2022-12 |
Taxonomy of datasets in graph learning : a data-driven approach to improve GNN benchmarking |
Cantürk, Semih |
Wolf, Guy |
2022-12 |
Accelerated algorithms for temporal difference learning methods |
Rankawat, Anushree |
Bacon, Pierre-Luc |
2022-12 |
Attention, concentration, and distraction measure using EEG and eye tracking in virtual reality |
Zarour, Mahdi |
Frasson, Claude |
2022-11 |
Génération de données : de l’anonymisation à la construction de populations synthétiques |
Jutras-Dubé, Pascal |
Bastin, Fabian; Morales, Manuel |
2022-11 |
Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset |
Rastegarnia, Shima |
Bellec, Pierre-Louis |
2022-11 |
Imitation from observation using behavioral learning |
Djeafea Sonwa, Medric B. |
Belilovsky, Eugene |
2022-11 |
Mixed-integer programming representation for symmetrical partition function form games |
Pepin, Justine |
Carvalho, Margarida; Sankaranarayanan, Sriram |
2022-11 |
Extraction of UML class diagrams from natural language specifications |
Yang, Song |
Sahraoui, Houari |
2022-10 |
From specialists to generalists : inductive biases of deep learning for higher level cognition |
Goyal, Anirudh |
Bengio, Yoshua |
2022-10 |
Contributions to generative models and their applications |
Che, Tong |
Bengio, Yoshua |
2022-10 |
Neural probabilistic path prediction : skipping paths for acceleration |
Peng, Bowen |
Poulin, Pierre |
2022-10 |
Adaptive learning of tensor network structures |
Hashemizadehaghda, Seyed Meraj |
Rabusseau, Guillaume |
2022-10 |
Deep geometric probabilistic models |
Xu, Minkai |
Tang, Jian |
2022-09 |
Improving information subsampling with local inhibition |
Piché, Marc-André |
Rish, Irina |
2022-09 |
Generating graphical and projectional editors |
Ducoin, Aurélien |
Syriani, Eugene |
2022-09 |
Inductive biases for efficient information transfer in artificial networks |
Kerg, Giancarlo |
Lajoie, Guillaume; Bengio, Yoshua |
2022-09 |
Semi-transparent textures based on opaque and transparent texels augmented with a thickness |
David-Babin, Mathieu |
Poulin, Pierre |
2022-09 |
Autoencoders for natural language semantics |
Bosc, Tom |
Vincent, Pascal |
2022-09 |
Towards meaningful and data-efficient learning : exploring GAN losses, improving few-shot benchmarks, and multimodal video captioning |
Huang, Gabriel |
Lacoste-Julien, Simon |
2022-08 |
Latent data augmentation and modular structure for improved generalization |
Lamb, Alexander |
Bengio, Yoshua |
2022-08 |
DS-Fake : a data stream mining approach for fake news detection |
Mputu Boleilanga, Henri-Cedric |
Aïmeur, Esma |
2022-08 |
Évaluation de la charge mentale des pilotes en manœuvre aérienne |
Antoine, Maxime |
Frasson, Claude |
2022-08 |
A personality aware recommendation system |
Elourajini, Fahed |
Aïmeur, Esma |
2022-08 |
Learning to compare nodes in branch and bound with graph neural networks |
Labassi, Abdel Ghani |
Lodi, Andrea; Chetelat, Didier |
2022-08 |
Dynamics of learning and generalization in neural networks |
Pezeshki, Mohammad |
Lajoie, Guillaume; Bengio, Yoshua |
2022-08 |
Personalized fake news aware recommendation system |
Sallami, Dorsaf |
Aïmeur, Esma |
2022-08 |
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 |
2022-08 |
Syntactic inductive biases for deep learning methods |
Shen, Yikang |
Courville, Aaron |
2022-08 |
A stochastic integer programming approach to reserve staff scheduling with preferences |
Perreault-Lafleur, Carl |
Carvalho, Margarida; Desaulniers, Guy |
2022-08 |
On discovering and learning structure under limited supervision |
Mudumba, Sai Rajeswar |
Courville, Aaron |
2022-08 |
Sample efficient reinforcement learning for biological sequence design |
Nouri, Padideh |
Bacon, Pierre-Luc |
2022-08 |
(Out-of-distribution?) : generalization in deep learning |
Caballero, Ethan |
Rish, Irina |
2022-08 |
Generalization in federated learning |
Tenison, Irene |
Rish, Irina; Belilovsky, Eugene |
2022-08 |
Renormalization group theory, scaling laws and deep learning |
Haggi Mani, Parviz |
Rish, Irina |
2022-08 |
Controllable music performance synthesis via hierarchical modelling |
Wu, Yusong |
Huang, Anna; Courville, Aaron |
2022-08 |
Understanding, improving, and generalizing generative models |
Jolicoeur-Martineau, Alexia |
Mitliagkas, Ioannis |
2022-08 |
Local differentially private mechanisms for text privacy protection |
Mo, Fengran |
Nie, Jian-Yun |
2022-08 |
Adversarial games in machine learning : challenges and applications |
Berard, Hugo |
Vincent, Pascal; Lacoste-Julien, Simon |
2022-07 |
Benchmarking bias mitigation algorithms in representation learning through fairness metrics |
Reddy, Charan |
Anbil Parthipan, Sarath Chandar |
2022-07 |
Stability-aware simplification of curve networks |
Neveu, William |
Bessmeltsev, Mikhail |
2022-06 |
Accounting for variance and hyperparameter optimization in machine learning benchmarks |
Bouthillier, Xavier |
Vincent, Pascal |
2022-06 |
Problem hierarchies in continual learning |
Normandin, Fabrice |
Rish, Irina |
2022-06 |
Vers la sécurité des conteneurs : les comprendre et les sécuriser |
Lapointe, Hugo B. |
Aïmeur, Esma |
2022-06 |
Agent abstraction in multi-agent reinforcement learning |
Memarian, Amin |
Rish, Irina |
2022-05 |
Advances in generative models for dynamic scenes |
Castrejon Subira, Lluis Enric |
Courville, Aaron; Ballas, Nicolas |
2022-04 |
Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel |
Pagès, Lucas |
Langlais, Philippe |
2022-04 |
Développement d’un serveur LSP pour Typer |
Soilihi, Ben Soilihi Boina |
Monnier, Stefan |
2022-04 |
Optimization tools for non-asymptotic statistics in exponential families |
Le Priol, Rémi |
Lacoste-Julien, Simon; Bengio, Yoshua |