| 2021 |
Quasi second-order methods for PDE-constrained forward and inverse problems |
Zehnder, Jonas |
Thomaszewski, Bernhard |
| 2021 |
On inverse reinforcement learning and dynamic discrete choice for predicting path choices |
Kristensen, Drew |
Frejinger, Emma |
| 2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
| 2021 |
On quantifying the value of simulation for training and evaluating robotic agents |
Courchesne, Anthony |
Paull, Liam |
| 2021 |
Alzheimer prediction from connected speech extracts : assessment of generalisation to new data |
Chafouleas, Geneviève |
Langlais, Philippe; Brambati, Simona Maria |
| 2021 |
Extraction de comportements reproductibles en avatar virtuel |
Dare, Kodjine |
Frasson, Claude |
| 2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
| 2021 |
Étude de modèles neuronaux de questions-réponses |
Archambault, Jean |
Langlais, Philippe |
| 2021 |
Creation of a vocal emotional profile (VEP) and measurement tools |
Aghajani, Mahsa |
Frasson, Claude |
| 2021 |
Extended distribution effects for realistic appearance and light transport |
Guertin-Renaud, Jean-Philippe |
Nowrouzezahrai, Derek |
| 2020 |
Assessing the robustness of genetic codes and genomes |
Sautié Castellanos, Miguel |
El-Mabrouk, Nadia |
| 2020 |
Articulating design-time uncertainty with DRUIDE |
Dhaouadi, Mouna |
Famelis, Michalis |
| 2020 |
Evolution of domain-specific languages depending on external libraries |
Fall, Khady |
Syriani, Eugene |
| 2020 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
| 2020 |
Modeling functional brain activity of human working memory using deep recurrent neural networks |
Sainath, Pravish |
Lajoie, Guillaume; Bellec, Pierre-Louis |
| 2020 |
Introduction à la reconstruction 3D par lumière structurée |
Hurtubise, Nicolas |
Roy, Sébastien |
| 2020 |
Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization |
Ivensky, Ilya |
Langlais, Philippe |
| 2020 |
A game theoretical model for a collaborative e-learning platform on privacy awareness |
Yusri, Rita |
Aïmeur, Esma |
| 2020 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
| 2020 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
| 2020 |
Towards using intelligent techniques to assist software specialists in their tasks |
Ben Sghaier, Oussama |
Sahraoui, Houari |
| 2020 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
| 2020 |
Apprentissage de modèles causaux par réseaux de neurones artificiels |
Brouillard, Philippe |
Tapp, Alain |
| 2020 |
Leveraging distant supervision for improved named entity recognition |
Ghaddar, Abbas |
Langlais, Philippe |
| 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 |
The multilevel critical node problem : theoretical intractability and a curriculum learning approach |
Nabli, Adel |
Carvalho, Margarida |
| 2020 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
| 2020 |
A data-driven discrete elastic rod model for shells and solids |
Patarroyo, Keith Y. |
Thomaszewski, Bernhard |
| 2020 |
Open source quality control tool for translation memory using artificial intelligence |
Bhardwaj, Shivendra |
Langlais, Philippe |
| 2020 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
| 2020 |
A deep learning theory for neural networks grounded in physics |
Scellier, Benjamin |
Bengio, Yoshua |
| 2020 |
Advances in parameterisation, optimisation and pruning of neural networks |
Laurent, César |
Vincent, Pascal |
| 2020 |
Optimizing ANN Architectures using Mixed-Integer Programming |
ElAraby, Mostafa |
Carvalho, Margarida; Wolf, Guy |
| 2020 |
Study and experimentation of cognitive decline measurements in a virtual reality environment |
Dakoure, Caroline |
Frasson, Claude |
| 2020 |
Towards privacy preserving cooperative cloud based intrusion detection systems |
Kothapalli, Anirudh Mitreya |
Aïmeur, Esma |
| 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 |
Traffic prediction and bilevel network design |
Morin, Léonard Ryo |
Frejinger, Emma; Gendron, Bernard; Bastin, Fabian |
| 2020 |
Towards better understanding and improving optimization in recurrent neural networks |
Kanuparthi, Bhargav |
Bengio, Yoshua; Lajoie, Guillaume |
| 2020 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
| 2020 |
Identifying electrons with deep learning methods |
Kahya, Emre Onur |
Tapp, Alain; Arguin, Jean-François |
| 2020 |
Towards using fluctuations in internal quality metrics to find design intents |
Schweizer, Thomas |
Famelis, Michalis |
| 2020 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
| 2020 |
Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée |
Savard, Marc-Antoine |
L'Écuyer, Pierre |
| 2020 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
| 2020 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
| 2020 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
| 2020 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
| 2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
| 2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
| 2020 |
Modélisation des réseaux de régulation de l’expression des gènes par les microARN |
Poirier-Morency, Guillaume |
Major, François |