| 2020 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
| 2020 |
A rolling horizon approach for the locomotive routing problem at the Canadian National Railway Company |
Pham, Hoang Giang |
Frejinger, Emma; Cordeau, Jean-François |
| 2020 |
Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée |
Savard, Marc-Antoine |
L'Écuyer, Pierre |
| 2020 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
| 2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
| 2020 |
Apprentissage de modèles causaux par réseaux de neurones artificiels |
Brouillard, Philippe |
Tapp, Alain |
| 2020 |
Towards using intelligent techniques to assist software specialists in their tasks |
Ben Sghaier, Oussama |
Sahraoui, Houari |
| 2020 |
Leveraging deep reinforcement learning in the smart grid environment |
Desage, Ysaël |
Bastin, Fabian; Bouffard, François |
| 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 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
| 2020 |
Leveraging distant supervision for improved named entity recognition |
Ghaddar, Abbas |
Langlais, Philippe |
| 2020 |
A deep learning theory for neural networks grounded in physics |
Scellier, Benjamin |
Bengio, Yoshua |
| 2020 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
| 2020 |
The art of post-truth in quantum cryptography |
Zafar Jafarzadeh, Sara |
Brassard, Gilles; Salvail, Louis |
| 2020 |
A game theoretical model for a collaborative e-learning platform on privacy awareness |
Yusri, Rita |
Aïmeur, Esma |
| 2020 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
| 2020 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
| 2020 |
Advances in deep learning methods for speech recognition and understanding |
Serdyuk, Dmitriy |
Bengio, Yoshua |
| 2020 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
| 2020 |
Look-ahead meta-learning for continual learning |
Gupta, Gunshi |
Paull, Liam |
| 2020 |
Articulating design-time uncertainty with DRUIDE |
Dhaouadi, Mouna |
Famelis, Michalis |
| 2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
| 2020 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
| 2020 |
Multi-player games in the era of machine learning |
Gidel, Gauthier |
Lacoste-Julien, Simon |
| 2020 |
Programmation stochastique à deux étapes pour l’ordonnancement des arrivées d’avions sous incertitude |
Khassiba, Ahmed |
Bastin, Fabian; Gendron, Bernard; Cafieri, Sonia; Mongeau, Marcel |
| 2020 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
| 2020 |
Optimizing ANN Architectures using Mixed-Integer Programming |
ElAraby, Mostafa |
Carvalho, Margarida; Wolf, Guy |
| 2020 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
| 2020 |
Apprentissage de circuits quantiques par descente de gradient classique |
Lamarre, Aldo |
Brassard, Gilles |
| 2019 |
Accurate and efficient strategies for the appearance filtering of complex materials |
Gamboa Guzman, Luis Eduardo |
Nowrouzezahrai, Derek |
| 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 |
Sensibilisation à la protection de la vie privée dans un contexte d’utilisation de dispositifs portables intelligents |
Fortin, Jean-François |
Aïmeur, Esma |
| 2019 |
Route choice and traffic equilibrium modeling in multi-modal and activity-based networks |
Zimmermann, Maëlle |
Frejinger, Emma; Marcotte, Patrice |
| 2019 |
Empirical study and multi-task learning exploration for neural sequence labeling models |
Lu, Peng |
Langlais, Philippe |
| 2019 |
Towards Understanding Generalization in Gradient-Based Meta-Learning |
Guiroy, Simon |
Pal, Christopher |
| 2019 |
Representation learning for dialogue systems |
Serban, Iulian Vlad |
Courville, Aaron; Bengio, Yoshua |
| 2019 |
Emerging communication between competitive agents |
Noukhovitch, Mikhail |
Courville, Aaron |
| 2019 |
Learning competitive ensemble of information-constrained primitives |
Sodhani, Shagun |
Bengio, Yoshua |
| 2019 |
No Press Diplomacy |
Paquette, Philip |
Courville, Aaron |