| 2019 |
Balancing signals for semi-supervised sequence learning |
Xu, Ge Ya |
Pal, Christopher |
| 2019 |
Compression in Sequence to Sequence Learning for Natural Language Processing |
Prato, Gabriele |
Tapp, Alain |
| 2019 |
Stochastic optimization of staffing for multiskill call centers |
Ta, Thuy Anh |
L'Écuyer, Pierre; Bastin, Fabian |
| 2019 |
Unsupervised representation learning in interactive environments |
Racah, Evan |
Pal, Christopher |
| 2019 |
Prediction of the transaction confirmation time in Ethereum Blockchain |
Singh, Harsh Jot |
Hafid, Abdelhakim |
| 2019 |
On challenges in training recurrent neural networks |
Anbil Parthipan, Sarath Chandar |
Bengio, Yoshua; Larochelle, Hugo |
| 2019 |
Personality extraction through LinkedIn |
Piedboeuf, Frédéric |
Langlais, Philippe; Lapalme, Guy |
| 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 |
Comparaison de systèmes de traduction automatique pour la post édition des alertes météorologique d'Environnement Canada |
van Beurden, Louis |
Langlais, Philippe |
| 2019 |
Representation learning in unsupervised domain translation |
Lavoie-Marchildon, Samuel |
Courville, Aaron |
| 2019 |
Deep neural networks for natural language processing and its acceleration |
Lin, Zhouhan |
Bengio, Yoshua |
| 2019 |
Mobile data and computation offloading in mobile cloud computing |
Liu, Dongqing |
Hafid, Abdelhakim; Khoukhi, Lyes |
| 2019 |
Towards learning sentence representation with self-supervision |
Hosseini, Seyedarian |
Courville, Aaron |
| 2019 |
Hierarchical Bayesian optimization of targeted motor outputs with spatiotemporal neurostimulation |
Laferrière Cyr, Samuel |
Lajoie, Guillaume |
| 2019 |
Détection de changement en imagerie satellitaire multimodale |
Touati, Redha |
Mignotte, Max |
| 2019 |
Improved training of energy-based models |
Kumar, Rithesh |
Bengio, Yoshua |
| 2019 |
Recurrent neural models and related problems in natural language processing |
Zhang, Saizheng |
Bengio, Yoshua |
| 2018 |
Framework for Real-time collaboration on extensive Data Types using Strong Eventual Consistency |
Masson, Constantin |
Syriani, Eugene |
| 2018 |
Applications of complex numbers to deep neural networks |
Bilaniuk, Olexa |
Bengio, Yoshua |
| 2018 |
Le produit direct de fonctions et les programmes de branchement avec oracle |
Lavoie, Martin |
McKenzie, Pierre |
| 2018 |
On Deep Multiscale Recurrent Neural Networks |
Chung, Junyoung |
Bengio, Yoshua |
| 2018 |
Algorithmic contributions to bilevel location problems with queueing and user equilibrium : exact and semi-exact approaches |
Dan, Teodora |
Marcotte, Patrice; Lodi, Andrea |
| 2018 |
Learning-Based Matheuristic Solution Methods for Stochastic Network Design |
Sarayloo, Fatemeh |
Crainic, Teodor Gabriel; Rei, Walter |
| 2018 |
The limits of Nečiporuk’s method and the power of programs over monoids taken from small varieties of finite monoids |
Grosshans, Nathan |
McKenzie, Pierre; Segoufin, Luc |
| 2018 |
Virtual Sophrologist : un système de formation de relaxation par neurofeedback en réalité virtuelle |
Gu, Guoxin |
Frasson, Claude |
| 2018 |
Détection des utilisations à risque d’API : approche basée sur le système immunitaire |
Gallais-Jimenez, Maxime |
Sahraoui, Houari |
| 2018 |
Étude algorithmique et combinatoire de la méthode de Kemeny-Young et du consensus de classements |
Milosz, Robin |
Hamel, Sylvie |
| 2018 |
Sequence to sequence learning and its speech applications |
Zhang, Ying |
Courville, Aaron |
| 2018 |
Quality of service aware data dissemination in vehicular Ad Hoc networks |
Sharifi Rayeni, Mehdi |
Hafid, Abdelhakim |
| 2018 |
Feature extraction on faces : from landmark localization to depth estimation |
Honari, Sina |
Vincent, Pascal; Pal, Christopher |
| 2018 |
Analyzing the benefits of communication channels between deep learning models |
Lacaille, Philippe |
Bengio, Yoshua |
| 2018 |
Predictive models for career progression |
Soliman, Zakaria |
Langlais, Philippe |
| 2018 |
ReLiS: un outil flexible pour réaliser des revues systématiques itératives et collaboratives |
Bigendako, Brice Michel |
Syriani, Eugene |
| 2018 |
Lagrangian-based methods for single and multi-layer multicommodity capacitated network design |
Akhavan Kazemzadeh, Mohammad Rahim |
Gendron, Bernard; Crainic, Teodor Gabriel |
| 2018 |
Iterative Solvers for Physics-based Simulations and Displays |
Mercier, Olivier |
Nowrouzezahrai, Derek |
| 2018 |
From examples to knowledge in model-driven engineering : a holistic and pragmatic approach |
Batot, Edouard |
Sahraoui, Houari |
| 2018 |
Learning and time : on using memory and curricula for language understanding |
Gulcehre, Caglar |
Bengio, Yoshua |
| 2018 |
Load sequencing for double-stack trains |
Perrault, William |
Frejinger, Emma |
| 2018 |
Latent variable language models |
Tan, Shawn |
Courville, Aaron |
| 2018 |
Débruitage d’image par fusion de filtrage spatio-fréquentielle |
Barry, Djenabou |
Mignotte, Max |
| 2018 |
Reparametrization in deep learning |
Dinh, Laurent |
Bengio, Yoshua |
| 2018 |
Representation Learning for Visual Data |
Dumoulin, Vincent |
Bengio, Yoshua; Courville, Aaron |
| 2018 |
Prédiction et génération de données structurées à l'aide de réseaux de neurones et de décisions discrètes |
Dutil, Francis |
Bengio, Yoshua |
| 2018 |
Advances in deep learning with limited supervision and computational resources |
Almahairi, Amjad |
Courville, Aaron |
| 2018 |
Simulation du transport de neige |
Jubert, Alexandre |
Poulin, Pierre |
| 2018 |
Difference target propagation |
Lee, Dong-Hyun |
Bengio, Yoshua |
| 2018 |
Programmes de branchement catalytiques : algorithmes et applications |
Côté, Hugo |
McKenzie, Pierre |
| 2018 |
Estimation of Noisy Cost Functions by Conventional and Adjusted Simulated Annealing Techniques |
Abodinar, Laila |
Bastin, Fabian |
| 2018 |
Vers une plateforme holistique de protection de la vie privée dans les services géodépendants |
Sahnoune, Zakaria |
Aïmeur, Esma |