2021 |
Estimation de pose 2D par réseau convolutif |
Huppé, Samuel |
Roy, Sébastien |
2021 |
Creation of a vocal emotional profile (VEP) and measurement tools |
Aghajani, Mahsa |
Frasson, Claude |
2021 |
Contributions à la sonification d’image et à la classification de sons |
Toffa, Ohini Kafui |
Mignotte, Max |
2021 |
Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning |
Rajkumar, Nitarshan |
Charlin, Laurent |
2021 |
Pattern-based refactoring in model-driven engineering |
Mokaddem, Chihab eddine Mohamed Omar |
Sahraoui, Houari; Syriani, Eugene |
2021 |
Hamiltonian Monte Carlo and consistent sampling for score matching based generative modeling |
Piché-Taillefer, Rémi |
Mitliagkas, Ioannis; Thomaszewski, Bernhard |
2021 |
Virtual reality therapy for Alzheimer’s disease with speech instruction and real-time neurofeedback system |
Ai, Yan |
Frasson, Claude |
2021 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
2021 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
2021 |
Continuous coordination as a realistic scenario for lifelong learning |
Badrinaaraayanan, Akilesh |
Courville, Aaron; Anbil Parthipan, Sarath Chandar |
2021 |
On representation learning for generative models of text |
Subramanian, Sandeep |
Pal, Christopher; Bengio, Yoshua |
2021 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |
2021 |
Better representation learning for TPMS |
Raza, Amir |
Charlin, Laurent; Farnadi, Golnoosh |
2021 |
IIRC : Incremental Implicitly-Refined Classification |
Abdelsalam, Mohamed |
Anbil Parthipan, Sarath Chandar |
2021 |
Une nouvelle approche pour l’identification des états dynamiques de la parcellisation fonctionnelle cérébrale individuelle |
Boukhdhir, Amal |
Mignotte, Max; Bellec, Pierre-Louis
|
2021 |
Système intelligent pour le suivi et l’optimisation de l’état cognitif |
Ben Abdessalem, Hamdi |
Frasson, Claude |
2021 |
Job dissatisfaction detection through progress note |
Wu, Jiechen |
Langlais, Philippe; Lahrichi, Nadia |
2021 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
2021 |
Extraction de comportements reproductibles en avatar virtuel |
Dare, Kodjine |
Frasson, Claude |
2021 |
Some phenomenological investigations in deep learning |
Baratin, Aristide |
Lacoste-Julien, Simon |
2021 |
Méthodologies pour la détection de diachronies sémantiques et leurs impacts |
Kletz, David |
Langlais, Philippe; Drouin, Patrick |
2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
2021 |
On inverse reinforcement learning and dynamic discrete choice for predicting path choices |
Kristensen, Drew |
Frejinger, Emma |
2021 |
Alzheimer prediction from connected speech extracts : assessment of generalisation to new data |
Chafouleas, Geneviève |
Langlais, Philippe; Brambati, Simona Maria |
2021 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |
2021 |
Tools for fluid simulation control in computer graphics |
Schoentgen, Arnaud |
Poulin, Pierre; Meseure, Philippe |
2021 |
Forecasting for operational planning of M1M systems |
Amini, Mohammad |
Frejinger, Emma; Crainic, Teodor Gabriel |
2021 |
A study of virtual reality-mediated affective state and cognitive decline in Alzheimer’s disease |
Byrns, Alexie |
Frasson, Claude |
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 |
PatchUp : a feature-space block-level regularization technique for convolutional neural networks |
Faramarzi, Mojtaba |
Anbil Parthipan, Sarath Chandar |
2021 |
Extended distribution effects for realistic appearance and light transport |
Guertin-Renaud, Jean-Philippe |
Nowrouzezahrai, Derek |
2021 |
Locality and compositionality in representation learning for complex visual tasks |
Sylvain, Tristan |
Bengio, Yoshua; Hjelm, Rex Devon |
2021 |
Large state spaces and self-supervision in reinforcement learning |
Touati, Ahmed |
Vincent, Pascal |
2021 |
On quantifying the value of simulation for training and evaluating robotic agents |
Courchesne, Anthony |
Paull, Liam |
2021 |
Assessing neural network dynamics under normal and altered states of consciousness with MEG : methodological challenges and proposed solutions for atypical power spectra |
Nest, Timothy |
Jerbi, Karim |
2021 |
Steepest descent as Linear Quadratic Regulation |
Dufort-Labbé, Simon |
Bacon, Pierre-Luc |
2021 |
Image forgery detection using textural features and deep learning |
Malhotra, Yishu |
Aïmeur, Esma |
2021 |
Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains |
Ben Abdellah, Amal |
L’Ecuyer, Pierre |
2021 |
Towards computationally efficient neural networks with adaptive and dynamic computations |
Kim, Taesup |
Bengio, Yoshua |
2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
2021 |
Personalized question-based cybersecurity recommendation systems |
Moukala Both, Suzy Edith |
Aïmeur, Esma |
2021 |
Tailored deep learning techniques for information retrieval |
Nie, Yifan |
Nie, Jian-Yun |
2021 |
Étude de modèles neuronaux de questions-réponses |
Archambault, Jean |
Langlais, Philippe |
2021 |
Variational aleatoric uncertainty calibration in neural regression |
Bhatt, Dhaivat |
Paull, Liam |
2021 |
Evolving artificial neural networks to imitate human behaviour in Shinobi III : return of the Ninja master |
Le Cleï, Maximilien |
Bellec, Pierre-Louis
; Hjelm, Rex Devon |
2021 |
Mechanical characterization of rigid discrete interlocking materials |
Gingras, Charles |
Thomaszewski, Bernhard |
2021 |
Dialogue systems based on pre-trained language models |
Zeng, Yan |
Nie, Jian-Yun |
2021 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
2021 |
Lifelong topological visual navigation |
Wiyatno, Rey R. |
Paull, Liam |
2020 |
A rolling horizon approach for the locomotive routing problem at the Canadian National Railway Company |
Pham, Hoang Giang |
Frejinger, Emma; Cordeau, Jean-François |