2020-01 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
2020-01 |
Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée |
Savard, Marc-Antoine |
L'Ecuyer, Pierre |
2020-03 |
Diffusion de modules compilés pour le langage
distribué Termite Scheme |
Hamel, Frédéric |
Feeley, Marc |
2020-03 |
Leveraging distant supervision for improved named entity recognition |
Ghaddar, Abbas |
Langlais, Philippe |
2020-03 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
2020-03 |
Deep learning and reinforcement learning methods for grounded goal-oriented dialogue |
de Vries, Harm |
Courville, Aaron |
2020-03 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
2020-04 |
The load planning problem for double-stack intermodal trains |
Mantovani, Serena |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020-04 |
Programming tools for intelligent systems |
Considine, Breandan |
Paull, Liam; Famelis, Michalis |
2020-05 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
2020-05 |
Leveraging deep reinforcement learning in the smart grid environment |
Desage, Ysaël |
Bastin, Fabian; Bouffard, François |
2020-05 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
2020-05 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
2020-05 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020-05 |
Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization |
Ivensky, Ilya |
Langlais, Philippe |
2020-05 |
Study and experimentation of cognitive decline measurements in a virtual reality environment |
Dakoure, Caroline |
Frasson, Claude |
2020-06 |
Assessing the robustness of genetic codes and genomes |
Sautié Castellanos, Miguel |
El-Mabrouk, Nadia |
2020-06 |
An intelligent real-time help system for clinical reasoning in virtual reality environment based on emotional analysis |
Ye, Qiang |
Frasson, Claude |
2020-07 |
Apprentissage de modèles causaux par réseaux de neurones artificiels |
Brouillard, Philippe |
Tapp, Alain |
2020-07 |
Look-ahead meta-learning for continual learning |
Gupta, Gunshi |
Paull, Liam |
2020-07 |
Multi-player games in the era of machine learning |
Gidel, Gauthier |
Lacoste-Julien, Simon |
2020-07 |
Towards better understanding and improving optimization in recurrent neural networks |
Kanuparthi, Bhargav |
Bengio, Yoshua; Lajoie, Guillaume |
2020-07 |
Vérification des patrons temporels d’utilisation d’API sans exécution du code : une approche et un outil |
Raelijohn, Erick F. |
Famelis, Michalis; Sahraoui, Houari |
2020-07 |
Apprentissage de circuits quantiques par descente de gradient classique |
Lamarre, Aldo |
Brassard, Gilles |
2020-07 |
On two sequential problems : the load planning and sequencing problem and the non-normal recurrent neural network |
Goyette, Kyle |
Frejinger, Emma |
2020-08 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
2020-08 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
2020-08 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
2020-08 |
Open source quality control tool for translation memory using artificial intelligence |
Bhardwaj, Shivendra |
Langlais, Philippe |
2020-08 |
The multilevel critical node problem : theoretical intractability and a curriculum learning approach |
Nabli, Adel |
Carvalho, Margarida |
2020-08 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
2020-08 |
Optimizing ANN Architectures using Mixed-Integer Programming |
ElAraby, Mostafa |
Carvalho, Margarida; Wolf, Guy |
2020-08 |
Towards privacy preserving cooperative cloud based intrusion detection systems |
Kothapalli, Anirudh Mitreya |
Aïmeur, Esma |
2020-08 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
2020-08 |
On improving variational inference with low-variance multi-sample estimators |
Dhekane, Eeshan Gunesh |
Courville, Aaron |
2020-08 |
Lifelong learning of concepts in CRAFT |
Vasishta, Nithin Venkatesh |
Paull, Liam |
2020-08 |
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 |
2020-09 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
2020-09 |
Articulating design-time uncertainty with DRUIDE |
Dhaouadi, Mouna |
Famelis, Michalis |
2020-09 |
A game theoretical model for a collaborative e-learning platform on privacy awareness |
Yusri, Rita |
Aïmeur, Esma |