| 2019 |
Route choice and traffic equilibrium modeling in multi-modal and activity-based networks |
Zimmermann, Maëlle |
Frejinger, Emma; Marcotte, Patrice |
| 2019 |
Towards learning sentence representation with self-supervision |
Hosseini, Seyedarian |
Courville, Aaron |
| 2019 |
Comparaison de systèmes de traduction automatique pour la post édition des alertes météorologique d'Environnement Canada |
van Beurden, Louis |
Langlais, Philippe |
| 2019 |
Improved training of energy-based models |
Kumar, Rithesh |
Bengio, Yoshua |
| 2019 |
Analyse visuelle et cérébrale de l’état cognitif d’un apprenant |
Ben Khedher, Asma |
Frasson, Claude |
| 2019 |
Deep neural networks for natural language processing and its acceleration |
Lin, Zhouhan |
Bengio, Yoshua |
| 2019 |
Representation learning for dialogue systems |
Serban, Iulian Vlad |
Courville, Aaron; Bengio, Yoshua |
| 2019 |
Recurrent neural models and related problems in natural language processing |
Zhang, Saizheng |
Bengio, Yoshua |
| 2019 |
Learning competitive ensemble of information-constrained primitives |
Sodhani, Shagun |
Bengio, Yoshua |
| 2019 |
Accurate and efficient strategies for the appearance filtering of complex materials |
Gamboa Guzman, Luis Eduardo |
Nowrouzezahrai, Derek |
| 2019 |
No Press Diplomacy |
Paquette, Philip |
Courville, Aaron |
| 2019 |
On the bias-variance tradeoff : textbooks need an update |
Neal, Brayden |
Mitliagkas, Ioannis |
| 2019 |
Personality extraction through LinkedIn |
Piedboeuf, Frédéric |
Langlais, Philippe; Lapalme, Guy |
| 2019 |
Emerging communication between competitive agents |
Noukhovitch, Mikhail |
Courville, Aaron |
| 2019 |
Étude combinatoire et algorithmique de la médiane de permutations sous la distance de Kendall-Tau |
Desharnais, Charles |
Hamel, Sylvie |
| 2019 |
Visual question answering with modules and language modeling |
Pahuja, Vardaan |
Pal, Christopher |
| 2019 |
Analysis of 3D human gait reconstructed with a depth camera and mirrors |
Nguyen, Trong Nguyen |
Meunier, Jean; Huynh, Huu Hung |
| 2019 |
Representation learning in unsupervised domain translation |
Lavoie-Marchildon, Samuel |
Courville, Aaron |
| 2019 |
Unsupervised representation learning in interactive environments |
Racah, Evan |
Pal, Christopher |
| 2019 |
Simple optimizing JIT compilation of higher-order dynamic programming languages |
Saleil, Baptiste |
Feeley, Marc |
| 2019 |
Towards Understanding Generalization in Gradient-Based Meta-Learning |
Guiroy, Simon |
Pal, Christopher |
| 2019 |
Hierarchical Bayesian optimization of targeted motor outputs with spatiotemporal neurostimulation |
Laferrière Cyr, Samuel |
Lajoie, Guillaume |
| 2019 |
Stochastic optimization of staffing for multiskill call centers |
Ta, Thuy Anh |
L'Écuyer, Pierre; Bastin, Fabian |
| 2019 |
Deep active localization |
Gottipati, Vijaya Sai Krishna |
Paull, Liam |
| 2019 |
Détection de changement en imagerie satellitaire multimodale |
Touati, Redha |
Mignotte, Max |
| 2019 |
On challenges in training recurrent neural networks |
Anbil Parthipan, Sarath Chandar |
Bengio, Yoshua; Larochelle, Hugo |
| 2019 |
Mise en oeuvre d’une approche sociotechnique de la vie privée pour les systèmes de paiement et de recommandation en ligne |
EL Haddad, Ghada |
Aïmeur, Esma |
| 2019 |
Calibrage de caméra fisheye et estimation de la profondeur pour la navigation autonome |
Brousseau, Pierre-André |
Roy, Sébastien |
| 2019 |
Empirical study and multi-task learning exploration for neural sequence labeling models |
Lu, Peng |
Langlais, Philippe |
| 2019 |
Compression in Sequence to Sequence Learning for Natural Language Processing |
Prato, Gabriele |
Tapp, Alain |
| 2019 |
Prediction of the transaction confirmation time in Ethereum Blockchain |
Singh, Harsh Jot |
Hafid, Abdelhakim |
| 2019 |
Environnements virtuels émotionnellement intelligents |
Benlamine, Mohamed Sahbi |
Frasson, Claude; Dufresne, Aude |
| 2019 |
Balancing signals for semi-supervised sequence learning |
Xu, Ge Ya |
Pal, Christopher |
| 2019 |
Mobile data and computation offloading in mobile cloud computing |
Liu, Dongqing |
Hafid, Abdelhakim; Khoukhi, Lyes |
| 2019 |
Protocoles d'évaluation pour l'extraction d'information libre |
Léchelle, William |
Langlais, Philippe |
| 2018 |
Consensus ou fusion de segmentation pour quelques applications de détection ou de classification en imagerie |
Khlif, Aymen |
Mignotte, Max |
| 2018 |
Quality of service aware data dissemination in vehicular Ad Hoc networks |
Sharifi Rayeni, Mehdi |
Hafid, Abdelhakim |
| 2018 |
On Deep Multiscale Recurrent Neural Networks |
Chung, Junyoung |
Bengio, Yoshua |
| 2018 |
Lagrangian-based methods for single and multi-layer multicommodity capacitated network design |
Akhavan Kazemzadeh, Mohammad Rahim |
Gendron, Bernard; Crainic, Teodor Gabriel |
| 2018 |
Étude algorithmique et combinatoire de la méthode de Kemeny-Young et du consensus de classements |
Milosz, Robin |
Hamel, Sylvie |
| 2018 |
Scanner 3D à lumière non structurée non synchronisé |
El Asmi, Chaima |
Roy, Sébastien |
| 2018 |
Predictive models for career progression |
Soliman, Zakaria |
Langlais, Philippe |
| 2018 |
Generative models : a critical review |
Lamb, Alexander |
Courville, Aaron |
| 2018 |
Applications of complex numbers to deep neural networks |
Bilaniuk, Olexa |
Bengio, Yoshua |
| 2018 |
Metamodel co-evolution with related model-driven engineering artifacts : a multi-objective search framework |
Kessentini, Wael |
Sahraoui, Houari; Wimmer, Manuel |
| 2018 |
Difference target propagation |
Lee, Dong-Hyun |
Bengio, Yoshua |
| 2018 |
Latent variable language models |
Tan, Shawn |
Courville, Aaron |
| 2018 |
Analyzing the benefits of communication channels between deep learning models |
Lacaille, Philippe |
Bengio, Yoshua |
| 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 |
Learning-Based Matheuristic Solution Methods for Stochastic Network Design |
Sarayloo, Fatemeh |
Crainic, Teodor Gabriel; Rei, Walter |