| 2021 |
Parsimonious reasoning in reinforcement learning for better credit assignment |
Ma, Michel |
Bacon, Pierre-Luc |
| 2021 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
| 2021 |
Estimation de pose 2D par réseau convolutif |
Huppé, Samuel |
Roy, Sébastien |
| 2021 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |
| 2021 |
On quantifying the value of simulation for training and evaluating robotic agents |
Courchesne, Anthony |
Paull, Liam |
| 2021 |
Variational aleatoric uncertainty calibration in neural regression |
Bhatt, Dhaivat |
Paull, Liam |
| 2021 |
Large state spaces and self-supervision in reinforcement learning |
Touati, Ahmed |
Vincent, Pascal |
| 2021 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
| 2021 |
Extraction de comportements reproductibles en avatar virtuel |
Dare, Kodjine |
Frasson, Claude |
| 2021 |
Efficient frequency-space methods for light transport caching |
Dubouchet, Renaud Adrien |
Nowrouzezahrai, Derek |
| 2021 |
Tailored deep learning techniques for information retrieval |
Nie, Yifan |
Nie, Jian-Yun |
| 2021 |
Pattern-based refactoring in model-driven engineering |
Mokaddem, Chihab eddine Mohamed Omar |
Sahraoui, Houari; Syriani, Eugene |
| 2021 |
Extending domain-specific modeling editors with multi-touch interactions |
Hossain, Md Rifat |
Syriani, Eugene; Sahraoui, Houari |
| 2021 |
Personalized question-based cybersecurity recommendation systems |
Moukala Both, Suzy Edith |
Aïmeur, Esma |
| 2021 |
Les circuits quantiques paramétrés universels comme modèles d'apprentissage automatique |
Williams, Andrew |
Brassard, Gilles; Tapp, Alain |
| 2021 |
IIRC : Incremental Implicitly-Refined Classification |
Abdelsalam, Mohamed |
Anbil Parthipan, Sarath Chandar |
| 2021 |
Creation of a vocal emotional profile (VEP) and measurement tools |
Aghajani, Mahsa |
Frasson, Claude |
| 2021 |
Towards computationally efficient neural networks with adaptive and dynamic computations |
Kim, Taesup |
Bengio, Yoshua |
| 2021 |
Virtual reality therapy for Alzheimer’s disease with speech instruction and real-time neurofeedback system |
Ai, Yan |
Frasson, Claude |
| 2021 |
Système intelligent pour le suivi et l’optimisation de l’état cognitif |
Ben Abdessalem, Hamdi |
Frasson, Claude |
| 2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
| 2021 |
Hybrid and data-driven methods for efficient and realistic particle-based liquid simulations |
Roy, Bruno |
Poulin, Pierre; Paquette, Eric |
| 2021 |
Renforcement de la sécurité à travers les réseaux programmables |
Abou El Houda, Zakaria |
Hafid, Abdelhakim; Khoukhi, Lyes |
| 2021 |
Alzheimer prediction from connected speech extracts : assessment of generalisation to new data |
Chafouleas, Geneviève |
Langlais, Philippe; Brambati, Simona Maria |
| 2021 |
Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains |
Ben Abdellah, Amal |
L’Écuyer, Pierre |
| 2021 |
Dialogue systems based on pre-trained language models |
Zeng, Yan |
Nie, Jian-Yun |
| 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 |
On representation learning for generative models of text |
Subramanian, Sandeep |
Pal, Christopher; Bengio, Yoshua |
| 2021 |
Typer a de la classe : le polymorphisme ad hoc dans un langage avec des types dépendants et de la métaprogrammation |
Barszcz, Jean-Alexandre |
Monnier, Stefan |
| 2021 |
Some phenomenological investigations in deep learning |
Baratin, Aristide |
Lacoste-Julien, Simon |
| 2021 |
Mechanical characterization of rigid discrete interlocking materials |
Gingras, Charles |
Thomaszewski, Bernhard |
| 2021 |
Job dissatisfaction detection through progress note |
Wu, Jiechen |
Langlais, Philippe; Lahrichi, Nadia |
| 2021 |
Continuous coordination as a realistic scenario for lifelong learning |
Badrinaaraayanan, Akilesh |
Courville, Aaron; Anbil Parthipan, Sarath Chandar |
| 2021 |
Image forgery detection using textural features and deep learning |
Malhotra, Yishu |
Aïmeur, Esma |
| 2021 |
Reduced collision fingerprints and pairwise molecular comparisons for explainable property prediction using Deep Learning |
MacDougall, Thomas |
Marinier, Anne; Lemieux, Sébastien |
| 2021 |
On inverse reinforcement learning and dynamic discrete choice for predicting path choices |
Kristensen, Drew |
Frejinger, Emma |
| 2021 |
Locality and compositionality in representation learning for complex visual tasks |
Sylvain, Tristan |
Bengio, Yoshua; Hjelm, Rex Devon |
| 2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
| 2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
| 2021 |
Steepest descent as Linear Quadratic Regulation |
Dufort-Labbé, Simon |
Bacon, Pierre-Luc |