| 2021 |
On representation learning for generative models of text |
Subramanian, Sandeep |
Pal, Christopher; Bengio, Yoshua |
| 2021 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
| 2021 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
| 2021 |
Computation over partial information : a principled approach to accurate partial evaluation |
Sabourin, Ian |
Feeley, Marc; Monnier, Stefan |
| 2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
| 2021 |
Renforcement de la sécurité à travers les réseaux programmables |
Abou El Houda, Zakaria |
Hafid, Abdelhakim; Khoukhi, Lyes |
| 2021 |
Méthodes de décomposition basées sur la relaxation lagrangienne : cas du problème de transport avec coûts fixes |
Tchouandem Kemoe, Julie Amanda |
Gendron, Bernard |
| 2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
| 2021 |
Méthodologies pour la détection de diachronies sémantiques et leurs impacts |
Kletz, David |
Langlais, Philippe; Drouin, Patrick |
| 2021 |
Variational aleatoric uncertainty calibration in neural regression |
Bhatt, Dhaivat |
Paull, Liam |
| 2021 |
Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning |
Rajkumar, Nitarshan |
Charlin, Laurent |
| 2021 |
Parsimonious reasoning in reinforcement learning for better credit assignment |
Ma, Michel |
Bacon, Pierre-Luc |
| 2021 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
| 2021 |
Pattern-based refactoring in model-driven engineering |
Mokaddem, Chihab eddine Mohamed Omar |
Sahraoui, Houari; Syriani, Eugene |
| 2021 |
A study of virtual reality-mediated affective state and cognitive decline in Alzheimer’s disease |
Byrns, Alexie |
Frasson, Claude |
| 2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
| 2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
| 2021 |
Better representation learning for TPMS |
Raza, Amir |
Charlin, Laurent; Farnadi, Golnoosh |
| 2021 |
Estimation de pose 2D par réseau convolutif |
Huppé, Samuel |
Roy, Sébastien |
| 2021 |
Dialogue systems based on pre-trained language models |
Zeng, Yan |
Nie, Jian-Yun |
| 2021 |
Large state spaces and self-supervision in reinforcement learning |
Touati, Ahmed |
Vincent, Pascal |
| 2021 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |
| 2021 |
Steepest descent as Linear Quadratic Regulation |
Dufort-Labbé, Simon |
Bacon, Pierre-Luc |
| 2021 |
Typer a de la classe : le polymorphisme ad hoc dans un langage avec des types dépendants et de la métaprogrammation |
Barszcz, Jean-Alexandre |
Monnier, Stefan |
| 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 |
Forecasting for operational planning of M1M systems |
Amini, Mohammad |
Frejinger, Emma; Crainic, Teodor Gabriel |
| 2020 |
Diffusion de modules compilés pour le langage
distribué Termite Scheme |
Hamel, Frédéric |
Feeley, Marc |
| 2020 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
| 2020 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
| 2020 |
Recommandation conversationnelle : écoutez avant de parlez |
Vachon, Nicholas |
Charlin, Laurent; Pal, Christopher |
| 2020 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
| 2020 |
Traffic prediction and bilevel network design |
Morin, Léonard Ryo |
Frejinger, Emma; Gendron, Bernard; Bastin, Fabian |
| 2020 |
The art of post-truth in quantum cryptography |
Zafar Jafarzadeh, Sara |
Brassard, Gilles; Salvail, Louis |
| 2020 |
Identifying electrons with deep learning methods |
Kahya, Emre Onur |
Tapp, Alain; Arguin, Jean-François |
| 2020 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
| 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 |
Advances in parameterisation, optimisation and pruning of neural networks |
Laurent, César |
Vincent, Pascal |
| 2020 |
Look-ahead meta-learning for continual learning |
Gupta, Gunshi |
Paull, Liam |