| 2020 |
An intelligent real-time help system for clinical reasoning in virtual reality environment based on emotional analysis |
Ye, Qiang |
Frasson, Claude |
| 2020 |
Towards better understanding and improving optimization in recurrent neural networks |
Kanuparthi, Bhargav |
Bengio, Yoshua; Lajoie, Guillaume |
| 2020 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
| 2020 |
Estimating the probability of a fleet vehicle accident : a deep learning approach using conditional variational auto-encoders |
Malette-Campeau, Marie-Ève |
Rabusseau, Guillaume; Bastin, Fabian; Dionne, Georges |
| 2020 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
| 2020 |
Deep learning and reinforcement learning methods for grounded goal-oriented dialogue |
de Vries, Harm |
Courville, Aaron |
| 2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
| 2020 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
| 2020 |
A deep learning theory for neural networks grounded in physics |
Scellier, Benjamin |
Bengio, Yoshua |
| 2020 |
Advances in parameterisation, optimisation and pruning of neural networks |
Laurent, César |
Vincent, Pascal |
| 2020 |
Diffusion de modules compilés pour le langage
distribué Termite Scheme |
Hamel, Frédéric |
Feeley, Marc |
| 2020 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
| 2020 |
The art of post-truth in quantum cryptography |
Zafar Jafarzadeh, Sara |
Brassard, Gilles; Salvail, Louis |
| 2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
| 2020 |
Study and experimentation of cognitive decline measurements in a virtual reality environment |
Dakoure, Caroline |
Frasson, Claude |
| 2020 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
| 2020 |
Towards using fluctuations in internal quality metrics to find design intents |
Schweizer, Thomas |
Famelis, Michalis |
| 2019 |
Prediction of the transaction confirmation time in Ethereum Blockchain |
Singh, Harsh Jot |
Hafid, Abdelhakim |
| 2019 |
Personality extraction through LinkedIn |
Piedboeuf, Frédéric |
Langlais, Philippe; Lapalme, Guy |
| 2019 |
Emerging communication between competitive agents |
Noukhovitch, Mikhail |
Courville, Aaron |
| 2019 |
Analyse visuelle et cérébrale de l’état cognitif d’un apprenant |
Ben Khedher, Asma |
Frasson, Claude |
| 2019 |
On the bias-variance tradeoff : textbooks need an update |
Neal, Brayden |
Mitliagkas, Ioannis |
| 2019 |
Representation learning for dialogue systems |
Serban, Iulian Vlad |
Courville, Aaron; Bengio, Yoshua |
| 2019 |
Calibrage de caméra fisheye et estimation de la profondeur pour la navigation autonome |
Brousseau, Pierre-André |
Roy, Sébastien |
| 2019 |
Détection de changement en imagerie satellitaire multimodale |
Touati, Redha |
Mignotte, Max |
| 2019 |
Visual question answering with modules and language modeling |
Pahuja, Vardaan |
Pal, Christopher |
| 2019 |
Deep neural networks for natural language processing and its acceleration |
Lin, Zhouhan |
Bengio, Yoshua |
| 2019 |
Analysis of 3D human gait reconstructed with a depth camera and mirrors |
Nguyen, Trong Nguyen |
Meunier, Jean; Huynh, Huu Hung |
| 2019 |
Towards learning sentence representation with self-supervision |
Hosseini, Seyedarian |
Courville, Aaron |
| 2019 |
Balancing signals for semi-supervised sequence learning |
Xu, Ge Ya |
Pal, Christopher |
| 2019 |
Hierarchical Bayesian optimization of targeted motor outputs with spatiotemporal neurostimulation |
Laferrière Cyr, Samuel |
Lajoie, Guillaume |
| 2019 |
Recurrent neural models and related problems in natural language processing |
Zhang, Saizheng |
Bengio, Yoshua |
| 2019 |
Stochastic optimization of staffing for multiskill call centers |
Ta, Thuy Anh |
L'Écuyer, Pierre; Bastin, Fabian |
| 2019 |
On challenges in training recurrent neural networks |
Anbil Parthipan, Sarath Chandar |
Bengio, Yoshua; Larochelle, Hugo |
| 2019 |
Representation learning in unsupervised domain translation |
Lavoie-Marchildon, Samuel |
Courville, Aaron |
| 2019 |
Simple optimizing JIT compilation of higher-order dynamic programming languages |
Saleil, Baptiste |
Feeley, Marc |
| 2019 |
Protocoles d'évaluation pour l'extraction d'information libre |
Léchelle, William |
Langlais, Philippe |
| 2019 |
Compression in Sequence to Sequence Learning for Natural Language Processing |
Prato, Gabriele |
Tapp, Alain |
| 2019 |
Étude combinatoire et algorithmique de la médiane de permutations sous la distance de Kendall-Tau |
Desharnais, Charles |
Hamel, Sylvie |
| 2019 |
Mobile data and computation offloading in mobile cloud computing |
Liu, Dongqing |
Hafid, Abdelhakim; Khoukhi, Lyes |