| 2021 |
Parsimonious reasoning in reinforcement learning for better credit assignment |
Ma, Michel |
Bacon, Pierre-Luc |
| 2021 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |
| 2021 |
Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning |
Rajkumar, Nitarshan |
Charlin, Laurent |
| 2021 |
Evolving artificial neural networks to imitate human behaviour in Shinobi III : return of the Ninja master |
Le Cleï, Maximilien |
Bellec, Pierre-Louis
; Hjelm, Rex Devon |
| 2021 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
| 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 |
Assessing neural network dynamics under normal and altered states of consciousness with MEG : methodological challenges and proposed solutions for atypical power spectra |
Nest, Timothy |
Jerbi, Karim |
| 2021 |
Job dissatisfaction detection through progress note |
Wu, Jiechen |
Langlais, Philippe; Lahrichi, Nadia |
| 2021 |
Système intelligent pour le suivi et l’optimisation de l’état cognitif |
Ben Abdessalem, Hamdi |
Frasson, Claude |
| 2021 |
Lifelong topological visual navigation |
Wiyatno, Rey R. |
Paull, Liam |
| 2021 |
Pattern-based refactoring in model-driven engineering |
Mokaddem, Chihab eddine Mohamed Omar |
Sahraoui, Houari; Syriani, Eugene |
| 2021 |
Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains |
Ben Abdellah, Amal |
L’Écuyer, Pierre |
| 2021 |
Towards computationally efficient neural networks with adaptive and dynamic computations |
Kim, Taesup |
Bengio, Yoshua |
| 2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
| 2021 |
Reduced collision fingerprints and pairwise molecular comparisons for explainable property prediction using Deep Learning |
MacDougall, Thomas |
Marinier, Anne; Lemieux, Sébastien |
| 2021 |
Computation over partial information : a principled approach to accurate partial evaluation |
Sabourin, Ian |
Feeley, Marc; Monnier, Stefan |
| 2021 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
| 2021 |
Tools for fluid simulation control in computer graphics |
Schoentgen, Arnaud |
Poulin, Pierre; Meseure, Philippe |
| 2021 |
Une nouvelle approche pour l’identification des états dynamiques de la parcellisation fonctionnelle cérébrale individuelle |
Boukhdhir, Amal |
Mignotte, Max; Bellec, Pierre-Louis
|
| 2021 |
Efficient frequency-space methods for light transport caching |
Dubouchet, Renaud Adrien |
Nowrouzezahrai, Derek |
| 2021 |
Les circuits quantiques paramétrés universels comme modèles d'apprentissage automatique |
Williams, Andrew |
Brassard, Gilles; Tapp, Alain |
| 2021 |
Hybrid and data-driven methods for efficient and realistic particle-based liquid simulations |
Roy, Bruno |
Poulin, Pierre; Paquette, Eric |
| 2021 |
Méthodes de décomposition basées sur la relaxation lagrangienne : cas du problème de transport avec coûts fixes |
Tchouandem Kemoe, Julie Amanda |
Gendron, Bernard |
| 2021 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
| 2021 |
Forecasting for operational planning of M1M systems |
Amini, Mohammad |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 2021 |
Extraction de comportements reproductibles en avatar virtuel |
Dare, Kodjine |
Frasson, Claude |
| 2021 |
Renforcement de la sécurité à travers les réseaux programmables |
Abou El Houda, Zakaria |
Hafid, Abdelhakim; Khoukhi, Lyes |
| 2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
| 2021 |
Extended distribution effects for realistic appearance and light transport |
Guertin-Renaud, Jean-Philippe |
Nowrouzezahrai, Derek |
| 2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
| 2021 |
Creation of a vocal emotional profile (VEP) and measurement tools |
Aghajani, Mahsa |
Frasson, Claude |
| 2021 |
Extending domain-specific modeling editors with multi-touch interactions |
Hossain, Md Rifat |
Syriani, Eugene; Sahraoui, Houari |
| 2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
| 2021 |
IIRC : Incremental Implicitly-Refined Classification |
Abdelsalam, Mohamed |
Anbil Parthipan, Sarath Chandar |
| 2021 |
A study of virtual reality-mediated affective state and cognitive decline in Alzheimer’s disease |
Byrns, Alexie |
Frasson, Claude |
| 2021 |
Personalized question-based cybersecurity recommendation systems |
Moukala Both, Suzy Edith |
Aïmeur, Esma |
| 2020 |
Apprentissage de circuits quantiques par descente de gradient classique |
Lamarre, Aldo |
Brassard, Gilles |
| 2020 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 2020 |
Assessing the robustness of genetic codes and genomes |
Sautié Castellanos, Miguel |
El-Mabrouk, Nadia |