2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
2020 |
Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization |
Ivensky, Ilya |
Langlais, Philippe |
2020 |
Leveraging deep reinforcement learning in the smart grid environment |
Desage, Ysaël |
Bastin, Fabian; Bouffard, François |
2020 |
Deep learning and reinforcement learning methods for grounded goal-oriented dialogue |
de Vries, Harm |
Courville, Aaron |
2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
2020 |
On two sequential problems : the load planning and sequencing problem and the non-normal recurrent neural network |
Goyette, Kyle |
Frejinger, Emma |
2020 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
2020 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
2020 |
Vérification des patrons temporels d’utilisation d’API sans exécution du code : une approche et un outil |
Raelijohn, Erick F. |
Famelis, Michalis; Sahraoui, Houari |
2020 |
Study and experimentation of cognitive decline measurements in a virtual reality environment |
Dakoure, Caroline |
Frasson, Claude |
2020 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
2020 |
Optimizing ANN Architectures using Mixed-Integer Programming |
ElAraby, Mostafa |
Carvalho, Margarida; Wolf, Guy |
2020 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
2020 |
Apprentissage de circuits quantiques par descente de gradient classique |
Lamarre, Aldo |
Brassard, Gilles |
2020 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
2020 |
Traffic prediction and bilevel network design |
Morin, Léonard Ryo |
Frejinger, Emma; Gendron, Bernard; Bastin, Fabian |
2020 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
2020 |
Diffusion de modules compilés pour le langage
distribué Termite Scheme |
Hamel, Frédéric |
Feeley, Marc |
2020 |
Towards deep unsupervised inverse graphics |
Parent-Lévesque, Jérôme |
Courville, Aaron; Nowrouzezahrai, Derek |
2020 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
2020 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
2020 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
2020 |
Theseus : a 3D virtual reality orientation game with real-time guidance system for cognitive training |
Jha, Manish Kumar |
Frasson, Claude |
2020 |
Towards using fluctuations in internal quality metrics to find design intents |
Schweizer, Thomas |
Famelis, Michalis |
2020 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
2020 |
Modélisation des réseaux de régulation de l’expression des gènes par les microARN |
Poirier-Morency, Guillaume |
Major, François |
2020 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
2020 |
A deep learning theory for neural networks grounded in physics |
Scellier, Benjamin |
Bengio, Yoshua |
2020 |
Programming tools for intelligent systems |
Considine, Breandan |
Paull, Liam; Famelis, Michalis |
2020 |
The load planning problem for double-stack intermodal trains |
Mantovani, Serena |
Frejinger, Emma; Crainic, Teodor Gabriel |
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 |
On improving variational inference with low-variance multi-sample estimators |
Dhekane, Eeshan Gunesh |
Courville, Aaron |
2020 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
2020 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
2020 |
Articulating design-time uncertainty with DRUIDE |
Dhaouadi, Mouna |
Famelis, Michalis |
2020 |
Lifelong learning of concepts in CRAFT |
Vasishta, Nithin Venkatesh |
Paull, Liam |
2020 |
Advances in deep learning methods for speech recognition and understanding |
Serdyuk, Dmitriy |
Bengio, Yoshua |
2020 |
Recommandation conversationnelle : écoutez avant de parlez |
Vachon, Nicholas |
Charlin, Laurent; Pal, Christopher |