2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
2021 |
Alzheimer prediction from connected speech extracts : assessment of generalisation to new data |
Chafouleas, Geneviève |
Langlais, Philippe; Brambati, Simona Maria |
2021 |
Computation over partial information : a principled approach to accurate partial evaluation |
Sabourin, Ian |
Feeley, Marc; Monnier, Stefan |
2021 |
Job dissatisfaction detection through progress note |
Wu, Jiechen |
Langlais, Philippe; Lahrichi, Nadia |
2021 |
Mechanical characterization of rigid discrete interlocking materials |
Gingras, Charles |
Thomaszewski, Bernhard |
2021 |
PatchUp : a feature-space block-level regularization technique for convolutional neural networks |
Faramarzi, Mojtaba |
Anbil Parthipan, Sarath Chandar |
2021 |
Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains |
Ben Abdellah, Amal |
L’Ecuyer, Pierre |
2021 |
Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning |
Rajkumar, Nitarshan |
Charlin, Laurent |
2021 |
Méthodologies pour la détection de diachronies sémantiques et leurs impacts |
Kletz, David |
Langlais, Philippe; Drouin, Patrick |
2021 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
2021 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
2021 |
Tools for fluid simulation control in computer graphics |
Schoentgen, Arnaud |
Poulin, Pierre; Meseure, Philippe |
2021 |
Towards causal federated learning : a federated approach to learning representations using causal invariance |
Francis, Sreya |
Rish, Irina |
2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
2021 |
Parsimonious reasoning in reinforcement learning for better credit assignment |
Ma, Michel |
Bacon, Pierre-Luc |
2020 |
Look-ahead meta-learning for continual learning |
Gupta, Gunshi |
Paull, Liam |
2020 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
2020 |
The load planning problem for double-stack intermodal trains |
Mantovani, Serena |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
2020 |
Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization |
Ivensky, Ilya |
Langlais, Philippe |
2020 |
The multilevel critical node problem : theoretical intractability and a curriculum learning approach |
Nabli, Adel |
Carvalho, Margarida |
2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
2020 |
Articulating design-time uncertainty with DRUIDE |
Dhaouadi, Mouna |
Famelis, Michalis |
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 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020 |
Identifying electrons with deep learning methods |
Kahya, Emre Onur |
Tapp, Alain; Arguin, Jean-François |
2020 |
On improving variational inference with low-variance multi-sample estimators |
Dhekane, Eeshan Gunesh |
Courville, Aaron |
2020 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
2020 |
Open source quality control tool for translation memory using artificial intelligence |
Bhardwaj, Shivendra |
Langlais, Philippe |
2020 |
Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée |
Savard, Marc-Antoine |
L'Ecuyer, Pierre |
2020 |
A data-driven discrete elastic rod model for shells and solids |
Patarroyo, Keith Y. |
Thomaszewski, Bernhard |
2020 |
Introduction à la reconstruction 3D par lumière structurée |
Hurtubise, Nicolas |
Roy, Sébastien |
2020 |
On two sequential problems : the load planning and sequencing problem and the non-normal recurrent neural network |
Goyette, Kyle |
Frejinger, Emma |
2020 |
Multi-player games in the era of machine learning |
Gidel, Gauthier |
Lacoste-Julien, Simon |
2020 |
Recommandation conversationnelle : écoutez avant de parlez |
Vachon, Nicholas |
Charlin, Laurent; Pal, Christopher |
2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
2020 |
Theseus : a 3D virtual reality orientation game with real-time guidance system for cognitive training |
Jha, Manish Kumar |
Frasson, Claude |
2020 |
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 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
2020 |
Assessing the robustness of genetic codes and genomes |
Sautié Castellanos, Miguel |
El-Mabrouk, Nadia |