2018-08 |
Prédiction et génération de données structurées à l'aide de réseaux de neurones et de décisions discrètes |
Dutil, Francis |
Bengio, Yoshua |
2018-08 |
Scanner 3D à lumière non structurée non synchronisé |
El Asmi, Chaima |
Roy, Sébastien |
2018-08 |
Algorithmic contributions to bilevel location problems with queueing and user equilibrium : exact and semi-exact approaches |
Dan, Teodora |
Marcotte, Patrice; Lodi, Andrea |
2018-08 |
Predictive models for career progression |
Soliman, Zakaria |
Langlais, Philippe |
2018-09 |
Lagrangian-based methods for single and multi-layer multicommodity capacitated network design |
Akhavan Kazemzadeh, Mohammad Rahim |
Gendron, Bernard; Crainic, Teodor Gabriel |
2018-09 |
Representation Learning for Visual Data |
Dumoulin, Vincent |
Bengio, Yoshua; Courville, Aaron |
2018-09 |
Learning-Based Matheuristic Solution Methods for Stochastic Network Design |
Sarayloo, Fatemeh |
Crainic, Teodor Gabriel; Rei, Walter |
2018-10 |
Auto-Encoders, Distributed Training and Information Representation in Deep Neural Networks |
Alain, Guillaume |
Bengio, Yoshua |
2018-10 |
Sequence-to-sequence learning for machine translation and automatic differentiation for machine learning software tools |
van Merriënboer, Bart |
Bengio, Yoshua |
2018-10 |
Étude algorithmique et combinatoire de la méthode de Kemeny-Young et du consensus de classements |
Milosz, Robin |
Hamel, Sylvie |
2018-11 |
Real-time rendering of cities at night |
Conte, Melino |
Poulin, Pierre |
2018-11 |
Improved training of generative models |
Goyal, Anirudh |
Bengio, Yoshua |
2018-11 |
From examples to knowledge in model-driven engineering : a holistic and pragmatic approach |
Batot, Edouard |
Sahraoui, Houari |
2018-12 |
Load sequencing for double-stack trains |
Perrault, William |
Frejinger, Emma |
2018-12 |
Advances in deep learning with limited supervision and computational resources |
Almahairi, Amjad |
Courville, Aaron |
2018-12 |
Framework for Real-time collaboration on extensive Data Types using Strong Eventual Consistency |
Masson, Constantin |
Syriani, Eugene |
2018-12 |
Feature extraction on faces : from landmark localization to depth estimation |
Honari, Sina |
Vincent, Pascal; Pal, Christopher |
2019-02 |
Analyse visuelle et cérébrale de l’état cognitif d’un apprenant |
Ben Khedher, Asma |
Frasson, Claude |
2019-03 |
Sensibilisation à la protection de la vie privée dans un contexte d’utilisation de dispositifs portables intelligents |
Fortin, Jean-François |
Aïmeur, Esma |
2019-03 |
Modelling and Reasoning with Software Product Lines with Design Choices |
Kaur, Navpreet |
Famelis, Michalis |
2019-04 |
Environnements virtuels émotionnellement intelligents |
Benlamine, Mohamed Sahbi |
Frasson, Claude; Dufresne, Aude |
2019-04 |
Protocoles d'évaluation pour l'extraction d'information libre |
Léchelle, William |
Langlais, Philippe |
2019-04 |
Recurrent neural models and related problems in natural language processing |
Zhang, Saizheng |
Bengio, Yoshua |
2019-04 |
Empirical study and multi-task learning exploration for neural sequence labeling models |
Lu, Peng |
Langlais, Philippe |
2019-04 |
Visual question answering with modules and language modeling |
Pahuja, Vardaan |
Pal, Christopher |
2019-04 |
Étude combinatoire et algorithmique de la médiane de permutations sous la distance de Kendall-Tau |
Desharnais, Charles |
Hamel, Sylvie |
2019-04 |
Détection de changement en imagerie satellitaire multimodale |
Touati, Redha |
Mignotte, Max |
2019-05 |
Personality extraction through LinkedIn |
Piedboeuf, Frédéric |
Langlais, Philippe; Lapalme, Guy |
2019-05 |
Simple optimizing JIT compilation of higher-order dynamic programming languages |
Saleil, Baptiste |
Feeley, Marc |
2019-05 |
Representation learning for dialogue systems |
Serban, Iulian Vlad |
Courville, Aaron; Bengio, Yoshua |
2019-06 |
Improved training of energy-based models |
Kumar, Rithesh |
Bengio, Yoshua |
2019-06 |
Route choice and traffic equilibrium modeling in multi-modal and activity-based networks |
Zimmermann, Maëlle |
Frejinger, Emma; Marcotte, Patrice |
2019-07 |
Mobile data and computation offloading in mobile cloud computing |
Liu, Dongqing |
Hafid, Abdelhakim; Khoukhi, Lyes |
2019-07 |
Learning competitive ensemble of information-constrained primitives |
Sodhani, Shagun |
Bengio, Yoshua |
2019-07 |
Towards learning sentence representation with self-supervision |
Hosseini, Seyedarian |
Courville, Aaron |
2019-08 |
Deep neural networks for natural language processing and its acceleration |
Lin, Zhouhan |
Bengio, Yoshua |
2019-08 |
Towards Understanding Generalization in Gradient-Based Meta-Learning |
Guiroy, Simon |
Pal, Christopher |
2019-08 |
Calibrage de caméra fisheye et estimation de la profondeur pour la navigation autonome |
Brousseau, Pierre-André |
Roy, Sébastien |
2019-08 |
No Press Diplomacy |
Paquette, Philip |
Courville, Aaron |
2019-08 |
Analysis of 3D human gait reconstructed with a depth camera and mirrors |
Nguyen, Trong Nguyen |
Meunier, Jean; Huynh, Huu Hung |
2019-08 |
Comparaison de systèmes de traduction automatique pour la post édition des alertes météorologique d'Environnement Canada |
van Beurden, Louis |
Langlais, Philippe |
2019-08 |
Prediction of the transaction confirmation time in Ethereum Blockchain |
Singh, Harsh Jot |
Hafid, Abdelhakim |
2019-08 |
Unsupervised representation learning in interactive environments |
Racah, Evan |
Pal, Christopher |
2019-08 |
Deep active localization |
Gottipati, Vijaya Sai Krishna |
Paull, Liam |
2019-09 |
Real-Time Reinforcement Learning |
Ramstedt, Simon |
Pal, Christopher |
2019-09 |
Natural image processing and synthesis using deep learning |
Ganin, Iaroslav |
Bengio, Yoshua; Lempitsky, Victor |
2019-11 |
On challenges in training recurrent neural networks |
Anbil Parthipan, Sarath Chandar |
Bengio, Yoshua; Larochelle, Hugo |
2019-12 |
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 |
2019-12 |
Representation learning in unsupervised domain translation |
Lavoie-Marchildon, Samuel |
Courville, Aaron |
2019-12 |
Balancing signals for semi-supervised sequence learning |
Xu, Ge Ya |
Pal, Christopher |