| 2022 |
Agent abstraction in multi-agent reinforcement learning |
Memarian, Amin |
Rish, Irina |
| 2022 |
Attention, concentration, and distraction measure using EEG and eye tracking in virtual reality |
Zarour, Mahdi |
Frasson, Claude |
| 2022 |
Personalized fake news aware recommendation system |
Sallami, Dorsaf |
Aïmeur, Esma |
| 2022 |
Improving information subsampling with local inhibition |
Piché, Marc-André |
Rish, Irina |
| 2022 |
Stabilizing Q-Learning for continuous control |
Hui, David Yu-Tung |
Bacon, Pierre-Luc; Courville, Aaron |
| 2022 |
Neural probabilistic path prediction : skipping paths for acceleration |
Peng, Bowen |
Poulin, Pierre |
| 2022 |
Parametric Scattering Networks |
Gauthier, Shanel |
Rish, Irina; Wolf, Guy |
| 2022 |
Learning to compare nodes in branch and bound with graph neural networks |
Labassi, Abdel Ghani |
Lodi, Andrea; Chetelat, Didier |
| 2022 |
Imitation from observation using behavioral learning |
Djeafea Sonwa, Medric B. |
Belilovsky, Eugene |
| 2022 |
Génération de données : de l’anonymisation à la construction de populations synthétiques |
Jutras-Dubé, Pascal |
Bastin, Fabian; Morales, Manuel |
| 2022 |
Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization |
VaraminyBahnemiry, Zahra |
Sahraoui, Houari |
| 2022 |
Sample efficient reinforcement learning for biological sequence design |
Nouri, Padideh |
Bacon, Pierre-Luc |
| 2022 |
Measuring RocksDB performance and adaptive sampling for model estimation |
Laprés-Chartrand, Jean |
Bastin, Fabian |
| 2022 |
Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel |
Pagès, Lucas |
Langlais, Philippe |
| 2022 |
Dynamics of learning and generalization in neural networks |
Pezeshki, Mohammad |
Lajoie, Guillaume; Bengio, Yoshua |
| 2022 |
Extraction of UML class diagrams from natural language specifications |
Yang, Song |
Sahraoui, Houari |
| 2022 |
Renormalization group theory, scaling laws and deep learning |
Haggi Mani, Parviz |
Rish, Irina |
| 2022 |
Optimization tools for non-asymptotic statistics in exponential families |
Le Priol, Rémi |
Lacoste-Julien, Simon; Bengio, Yoshua |
| 2022 |
DS-Fake : a data stream mining approach for fake news detection |
Mputu Boleilanga, Henri-Cedric |
Aïmeur, Esma |
| 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 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
| 2021 |
Personalized question-based cybersecurity recommendation systems |
Moukala Both, Suzy Edith |
Aïmeur, Esma |
| 2021 |
Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains |
Ben Abdellah, Amal |
L’Écuyer, Pierre |
| 2021 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |
| 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 |
Estimation de pose 2D par réseau convolutif |
Huppé, Samuel |
Roy, Sébastien |
| 2021 |
Reduced collision fingerprints and pairwise molecular comparisons for explainable property prediction using Deep Learning |
MacDougall, Thomas |
Marinier, Anne; Lemieux, Sébastien |
| 2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
| 2021 |
Content-based automatic fact checking |
Orthlieb, Teo |
Frasson, Claude; Ben Abdessalam, Hamdi |
| 2021 |
A study of virtual reality-mediated affective state and cognitive decline in Alzheimer’s disease |
Byrns, Alexie |
Frasson, Claude |
| 2021 |
Self-disclosure model for classifying & predicting text-based online disclosure |
Vedantham, Ramyasree |
Aïmeur, Esma |
| 2021 |
Variational aleatoric uncertainty calibration in neural regression |
Bhatt, Dhaivat |
Paull, Liam |
| 2021 |
Une nouvelle approche pour l’identification des états dynamiques de la parcellisation fonctionnelle cérébrale individuelle |
Boukhdhir, Amal |
Mignotte, Max; Bellec, Pierre-Louis
|
| 2021 |
Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning |
Rajkumar, Nitarshan |
Charlin, Laurent |
| 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 |
Étude de modèles neuronaux de questions-réponses |
Archambault, Jean |
Langlais, Philippe |
| 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 |
Lifelong topological visual navigation |
Wiyatno, Rey R. |
Paull, Liam |
| 2021 |
On inverse reinforcement learning and dynamic discrete choice for predicting path choices |
Kristensen, Drew |
Frejinger, Emma |
| 2021 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
| 2021 |
Alzheimer prediction from connected speech extracts : assessment of generalisation to new data |
Chafouleas, Geneviève |
Langlais, Philippe; Brambati, Simona Maria |
| 2021 |
Système intelligent pour le suivi et l’optimisation de l’état cognitif |
Ben Abdessalem, Hamdi |
Frasson, Claude |
| 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 |
Steepest descent as Linear Quadratic Regulation |
Dufort-Labbé, Simon |
Bacon, Pierre-Luc |
| 2021 |
Continuous coordination as a realistic scenario for lifelong learning |
Badrinaaraayanan, Akilesh |
Courville, Aaron; Anbil Parthipan, Sarath Chandar |
| 2021 |
On quantifying the value of simulation for training and evaluating robotic agents |
Courchesne, Anthony |
Paull, Liam |
| 2021 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |