2020 |
Apprentissage de modèles causaux par réseaux de neurones artificiels |
Brouillard, Philippe |
Tapp, Alain |
2020 |
Traffic prediction and bilevel network design |
Morin, Léonard Ryo |
Frejinger, Emma; Gendron, Bernard; Bastin, Fabian |
2020 |
Modélisation des réseaux de régulation de l’expression des gènes par les microARN |
Poirier-Morency, Guillaume |
Major, François |
2020 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
2020 |
Leveraging distant supervision for improved named entity recognition |
Ghaddar, Abbas |
Langlais, Philippe |
2020 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
2020 |
Towards using fluctuations in internal quality metrics to find design intents |
Schweizer, Thomas |
Famelis, Michalis |
2020 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
2020 |
Study and experimentation of cognitive decline measurements in a virtual reality environment |
Dakoure, Caroline |
Frasson, Claude |
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 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
2020 |
Deep learning and reinforcement learning methods for grounded goal-oriented dialogue |
de Vries, Harm |
Courville, Aaron |
2020 |
Towards using intelligent techniques to assist software specialists in their tasks |
Ben Sghaier, Oussama |
Sahraoui, Houari |
2020 |
Modeling functional brain activity of human working memory using deep recurrent neural networks |
Sainath, Pravish |
Lajoie, Guillaume; Bellec, Pierre-Louis |
2020 |
Advances in deep learning methods for speech recognition and understanding |
Serdyuk, Dmitriy |
Bengio, Yoshua |
2020 |
Optimizing ANN Architectures using Mixed-Integer Programming |
ElAraby, Mostafa |
Carvalho, Margarida; Wolf, Guy |
2020 |
Evolution of domain-specific languages depending on external libraries |
Fall, Khady |
Syriani, Eugene |
2020 |
An intelligent real-time help system for clinical reasoning in virtual reality environment based on emotional analysis |
Ye, Qiang |
Frasson, Claude |
2020 |
Apprentissage de circuits quantiques par descente de gradient classique |
Lamarre, Aldo |
Brassard, Gilles |
2020 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
2020 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
2020 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
2020 |
The art of post-truth in quantum cryptography |
Zafar Jafarzadeh, Sara |
Brassard, Gilles; Salvail, Louis |
2020 |
Programming tools for intelligent systems |
Considine, Breandan |
Paull, Liam; Famelis, Michalis |
2020 |
Towards privacy preserving cooperative cloud based intrusion detection systems |
Kothapalli, Anirudh Mitreya |
Aïmeur, Esma |
2020 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
2020 |
Advances in parameterisation, optimisation and pruning of neural networks |
Laurent, César |
Vincent, Pascal |
2020 |
Towards deep unsupervised inverse graphics |
Parent-Lévesque, Jérôme |
Courville, Aaron; Nowrouzezahrai, Derek |
2020 |
A deep learning theory for neural networks grounded in physics |
Scellier, Benjamin |
Bengio, Yoshua |
2020 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
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 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
2020 |
A game theoretical model for a collaborative e-learning platform on privacy awareness |
Yusri, Rita |
Aïmeur, Esma |
2020 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
2020 |
Diffusion de modules compilés pour le langage
distribué Termite Scheme |
Hamel, Frédéric |
Feeley, Marc |
2020 |
Leveraging deep reinforcement learning in the smart grid environment |
Desage, Ysaël |
Bastin, Fabian; Bouffard, François |
2020 |
Towards better understanding and improving optimization in recurrent neural networks |
Kanuparthi, Bhargav |
Bengio, Yoshua; Lajoie, Guillaume |
2020 |
Lifelong learning of concepts in CRAFT |
Vasishta, Nithin Venkatesh |
Paull, Liam |
2019 |
Representation learning in unsupervised domain translation |
Lavoie-Marchildon, Samuel |
Courville, Aaron |