| 2021 |
Continuous coordination as a realistic scenario for lifelong learning |
Badrinaaraayanan, Akilesh |
Courville, Aaron; Anbil Parthipan, Sarath Chandar |
| 2021 |
Variational aleatoric uncertainty calibration in neural regression |
Bhatt, Dhaivat |
Paull, Liam |
| 2021 |
Méthodes de décomposition basées sur la relaxation lagrangienne : cas du problème de transport avec coûts fixes |
Tchouandem Kemoe, Julie Amanda |
Gendron, Bernard |
| 2021 |
IIRC : Incremental Implicitly-Refined Classification |
Abdelsalam, Mohamed |
Anbil Parthipan, Sarath Chandar |
| 2021 |
Hybrid and data-driven methods for efficient and realistic particle-based liquid simulations |
Roy, Bruno |
Poulin, Pierre; Paquette, Eric |
| 2021 |
Les circuits quantiques paramétrés universels comme modèles d'apprentissage automatique |
Williams, Andrew |
Brassard, Gilles; Tapp, Alain |
| 2021 |
Extended distribution effects for realistic appearance and light transport |
Guertin-Renaud, Jean-Philippe |
Nowrouzezahrai, Derek |
| 2021 |
Efficient frequency-space methods for light transport caching |
Dubouchet, Renaud Adrien |
Nowrouzezahrai, Derek |
| 2021 |
Forecasting for operational planning of M1M systems |
Amini, Mohammad |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 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 |
Image forgery detection using textural features and deep learning |
Malhotra, Yishu |
Aïmeur, Esma |
| 2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
| 2021 |
Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning |
Rajkumar, Nitarshan |
Charlin, Laurent |
| 2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
| 2021 |
Virtual reality therapy for Alzheimer’s disease with speech instruction and real-time neurofeedback system |
Ai, Yan |
Frasson, Claude |
| 2021 |
Large state spaces and self-supervision in reinforcement learning |
Touati, Ahmed |
Vincent, Pascal |
| 2021 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |
| 2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
| 2021 |
Extending domain-specific modeling editors with multi-touch interactions |
Hossain, Md Rifat |
Syriani, Eugene; Sahraoui, Houari |
| 2021 |
Renforcement de la sécurité à travers les réseaux programmables |
Abou El Houda, Zakaria |
Hafid, Abdelhakim; Khoukhi, Lyes |
| 2021 |
Pattern-based refactoring in model-driven engineering |
Mokaddem, Chihab eddine Mohamed Omar |
Sahraoui, Houari; Syriani, Eugene |
| 2021 |
Contributions à la sonification d’image et à la classification de sons |
Toffa, Ohini Kafui |
Mignotte, Max |
| 2022 |
Extraction of UML class diagrams from natural language specifications |
Yang, Song |
Sahraoui, Houari |
| 2022 |
Agent abstraction in multi-agent reinforcement learning |
Memarian, Amin |
Rish, Irina |
| 2022 |
Une étude des graphes jumeaux via l'auto-abritement |
Gagnon, Alizée |
Hahn, Gena; Seamone, Benjamin |
| 2022 |
DS-Fake : a data stream mining approach for fake news detection |
Mputu Boleilanga, Henri-Cedric |
Aïmeur, Esma |
| 2022 |
Learning to compare nodes in branch and bound with graph neural networks |
Labassi, Abdel Ghani |
Lodi, Andrea; Chetelat, Didier |
| 2022 |
City decision-making : optimization of the location and design of urban green spaces |
Leboeuf, Caroline |
Carvalho, Margarida |
| 2022 |
Renormalization group theory, scaling laws and deep learning |
Haggi Mani, Parviz |
Rish, Irina |
| 2022 |
Imitation from observation using behavioral learning |
Djeafea Sonwa, Medric B. |
Belilovsky, Eugene |
| 2022 |
On discovering and learning structure under limited supervision |
Mudumba, Sai Rajeswar |
Courville, Aaron |
| 2022 |
Optimization tools for non-asymptotic statistics in exponential families |
Le Priol, Rémi |
Lacoste-Julien, Simon; Bengio, Yoshua |
| 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 |
Développement d’un serveur LSP pour Typer |
Soilihi, Ben Soilihi Boina |
Monnier, Stefan |
| 2022 |
Parametric Scattering Networks |
Gauthier, Shanel |
Rish, Irina; Wolf, Guy |
| 2022 |
Measuring RocksDB performance and adaptive sampling for model estimation |
Laprés-Chartrand, Jean |
Bastin, Fabian |
| 2022 |
Semi-transparent textures based on opaque and transparent texels augmented with a thickness |
David-Babin, Mathieu |
Poulin, Pierre |
| 2022 |
Sample efficient reinforcement learning for biological sequence design |
Nouri, Padideh |
Bacon, Pierre-Luc |
| 2022 |
Neural probabilistic path prediction : skipping paths for acceleration |
Peng, Bowen |
Poulin, Pierre |