| 2020 |
Towards using intelligent techniques to assist software specialists in their tasks |
Ben Sghaier, Oussama |
Sahraoui, Houari |
| 2020 |
Advances in deep learning methods for speech recognition and understanding |
Serdyuk, Dmitriy |
Bengio, Yoshua |
| 2020 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
| 2020 |
Leveraging deep reinforcement learning in the smart grid environment |
Desage, Ysaël |
Bastin, Fabian; Bouffard, François |
| 2020 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 2020 |
Lifelong learning of concepts in CRAFT |
Vasishta, Nithin Venkatesh |
Paull, Liam |
| 2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
| 2020 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
| 2020 |
Deep learning and reinforcement learning methods for grounded goal-oriented dialogue |
de Vries, Harm |
Courville, Aaron |
| 2020 |
The multilevel critical node problem : theoretical intractability and a curriculum learning approach |
Nabli, Adel |
Carvalho, Margarida |
| 2020 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
| 2020 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
| 2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
| 2020 |
On improving variational inference with low-variance multi-sample estimators |
Dhekane, Eeshan Gunesh |
Courville, Aaron |
| 2020 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
| 2020 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
| 2020 |
Towards privacy preserving cooperative cloud based intrusion detection systems |
Kothapalli, Anirudh Mitreya |
Aïmeur, Esma |
| 2020 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
| 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 |
Leveraging distant supervision for improved named entity recognition |
Ghaddar, Abbas |
Langlais, Philippe |
| 2020 |
The load planning problem for double-stack intermodal trains |
Mantovani, Serena |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 2020 |
Apprentissage de modèles causaux par réseaux de neurones artificiels |
Brouillard, Philippe |
Tapp, Alain |
| 2020 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
| 2020 |
Recommandation conversationnelle : écoutez avant de parlez |
Vachon, Nicholas |
Charlin, Laurent; Pal, Christopher |
| 2020 |
Study and experimentation of cognitive decline measurements in a virtual reality environment |
Dakoure, Caroline |
Frasson, Claude |
| 2020 |
On two sequential problems : the load planning and sequencing problem and the non-normal recurrent neural network |
Goyette, Kyle |
Frejinger, Emma |
| 2020 |
Evolution of domain-specific languages depending on external libraries |
Fall, Khady |
Syriani, Eugene |
| 2020 |
Towards better understanding and improving optimization in recurrent neural networks |
Kanuparthi, Bhargav |
Bengio, Yoshua; Lajoie, Guillaume |
| 2020 |
Programming tools for intelligent systems |
Considine, Breandan |
Paull, Liam; Famelis, Michalis |
| 2020 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
| 2020 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
| 2020 |
Towards deep unsupervised inverse graphics |
Parent-Lévesque, Jérôme |
Courville, Aaron; Nowrouzezahrai, Derek |
| 2020 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
| 2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
| 2019 |
Visual question answering with modules and language modeling |
Pahuja, Vardaan |
Pal, Christopher |
| 2019 |
Recurrent neural models and related problems in natural language processing |
Zhang, Saizheng |
Bengio, Yoshua |
| 2019 |
No Press Diplomacy |
Paquette, Philip |
Courville, Aaron |
| 2019 |
Learning competitive ensemble of information-constrained primitives |
Sodhani, Shagun |
Bengio, Yoshua |
| 2019 |
Improved training of energy-based models |
Kumar, Rithesh |
Bengio, Yoshua |
| 2019 |
On the bias-variance tradeoff : textbooks need an update |
Neal, Brayden |
Mitliagkas, Ioannis |