| 2021 |
Tailored deep learning techniques for information retrieval |
Nie, Yifan |
Nie, Jian-Yun |
| 2021 |
Continuous coordination as a realistic scenario for lifelong learning |
Badrinaaraayanan, Akilesh |
Courville, Aaron; Anbil Parthipan, Sarath Chandar |
| 2021 |
Large state spaces and self-supervision in reinforcement learning |
Touati, Ahmed |
Vincent, Pascal |
| 2021 |
Estimation de pose 2D par réseau convolutif |
Huppé, Samuel |
Roy, Sébastien |
| 2021 |
Méthodologies pour la détection de diachronies sémantiques et leurs impacts |
Kletz, David |
Langlais, Philippe; Drouin, Patrick |
| 2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
| 2021 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
| 2020 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 2020 |
Towards using fluctuations in internal quality metrics to find design intents |
Schweizer, Thomas |
Famelis, Michalis |
| 2020 |
Modeling functional brain activity of human working memory using deep recurrent neural networks |
Sainath, Pravish |
Lajoie, Guillaume; Bellec, Pierre-Louis |
| 2020 |
Deep learning and reinforcement learning methods for grounded goal-oriented dialogue |
de Vries, Harm |
Courville, Aaron |
| 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 |
The art of post-truth in quantum cryptography |
Zafar Jafarzadeh, Sara |
Brassard, Gilles; Salvail, Louis |
| 2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
| 2020 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
| 2020 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
| 2020 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
| 2020 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
| 2020 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
| 2020 |
Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée |
Savard, Marc-Antoine |
L'Ecuyer, Pierre |
| 2020 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
| 2020 |
A data-driven discrete elastic rod model for shells and solids |
Patarroyo, Keith Y. |
Thomaszewski, Bernhard |
| 2020 |
An intelligent real-time help system for clinical reasoning in virtual reality environment based on emotional analysis |
Ye, Qiang |
Frasson, Claude |
| 2020 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
| 2020 |
Introduction à la reconstruction 3D par lumière structurée |
Hurtubise, Nicolas |
Roy, Sébastien |
| 2020 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
| 2020 |
Lifelong learning of concepts in CRAFT |
Vasishta, Nithin Venkatesh |
Paull, Liam |
| 2020 |
Look-ahead meta-learning for continual learning |
Gupta, Gunshi |
Paull, Liam |
| 2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
| 2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
| 2020 |
Open source quality control tool for translation memory using artificial intelligence |
Bhardwaj, Shivendra |
Langlais, Philippe |
| 2020 |
Towards deep unsupervised inverse graphics |
Parent-Lévesque, Jérôme |
Courville, Aaron; Nowrouzezahrai, Derek |
| 2020 |
Multi-player games in the era of machine learning |
Gidel, Gauthier |
Lacoste-Julien, Simon |
| 2020 |
On two sequential problems : the load planning and sequencing problem and the non-normal recurrent neural network |
Goyette, Kyle |
Frejinger, Emma |
| 2020 |
The load planning problem for double-stack intermodal trains |
Mantovani, Serena |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 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 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
| 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 |