| 2025 |
Vérification automatisée de programmes impératifs dans un langage à typage dépendant |
Bernard, Maxim |
Monnier, Stefan |
| 2025 |
Nouvelle contraction algébrique appliquée au problème de tarification de réseau |
Hébert-Doutreloux, Julien |
Carvalho, Margarida; Frejinger, Emma |
| 2025 |
Learning equivalence hash functions |
Duchesneau, Mathieu |
Tapp, Alain |
| 2025 |
Strategic capacity planning and pricing : a choice-based approach |
Pinzon Ulloa, David Leonardo |
Frejinger, Emma |
| 2025 |
Enhancing electrophysiology imaging through artificial intelligence |
Dehgan, Arthur |
Jerbi, Karim; Rish, Irina |
| 2025 |
CyberPRIcards : un jeu sérieux pour la sensibilisation à la vie privée et l’intimité numérique |
Carrascal, Rafael |
Aïmeur, Esma |
| 2025 |
Human action recognition based on skeleton graph neural networks using self-distillation |
Feng, Miao |
Meunier, Jean |
| 2025 |
Learning generative models from a control perspective |
Zhang, Dinghuai |
Bengio, Yoshua; Courville, Aaron |
| 2025 |
Building awareness and safeguarding privacy : the development of DEDALUS and ICARUS for image privacy classification |
Rocha De Alba, Hugo |
Aïmeur, Esma |
| 2025 |
La reconnaissance faciale par l’IA et par les humains : une étude comparative combinant réseaux de neurones artificiels et l'imagerie cérébrale |
Abdelhedi, Hamza |
Jerbi, Karim; Bakhtiari, Shahab |
| 2025 |
Technical methods for governing AI agents |
Chan, Alan |
Le Roux, Nicolas; Krueger, David |
| 2025 |
Inferring 2D and 3D character animation from sketches |
Brodt, Kirill |
Bessmeltsev, Mikhail |
| 2025 |
A study of the role of entanglement in quantum kernel models |
Chikhar, Omar |
Rabusseau, Guillaume; Kourtis, Stefanos |
| 2025 |
Classical and quantum decoding algorithms with ZX-Calculus |
Whaite, Samuel |
Dupuis, Frédéric |
| 2025 |
Multi-contrast image-to-image translation for axon and myelin segmentation |
Katoch, Nishka |
Wolf, Guy; Cohen-Adad, Julien |
| 2025 |
Metacognitive architecture for perceptual and social systems : a neuro-inspired metacognition approach |
Vargas Mazuera, Juan David |
Dumas, Guillaume; Sheikhbahaee, Zahra |
| 2025 |
Design and implementation of an AI-Driven educating bot for personalized science education in middle school students |
Mishra, Sparsha |
Rish, Irina |
| 2025 |
Machine learning accelerated stochastic optimization and applications to railway operations |
Larsen, Eric |
Frejinger, Emma |
| 2025 |
Data-driven large neighbourhood search for combinatorial optimization problems |
Robinson La Rocca, Charly |
Frejinger, Emma |
| 2025 |
Modélisation et analyse des données pour la simulation ferroviaire et la prévision des horaires en temps réel |
Côté, Hugo |
L'Écuyer, Pierre |
| 2025 |
Robustesse des réseaux neuronaux sur graphes |
Lapointe-Gagné, Olivier |
Beaini, Dominique |
| 2025 |
Learning under constraints |
Misra, Diganta |
Rish, Irina |
| 2024 |
Geometric-aware models for protein design |
Wang, Chuanrui |
Tang, Jian |
| 2024 |
Dichotomy(?) of fairness and efficiency |
Sukumaran, Rohan |
Farnadi, Golnoosh |
| 2024 |
The role of continual learning and adaptive computation in improving computational efficiency of deep learning |
Gupta, Kshitij |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
| 2024 |
Scalable and robust fog-computing design & dimensioning in dynamic, trustless smart cities |
Sanchez-Martinez, Ismael |
Hafid, Abdelhakim Senhaji; Gendreau, Michel |
| 2024 |
Learning representations for reasoning : generalizing across diverse structures |
Zhu, Zhaocheng |
Tang, Jian |
| 2024 |
Towards human-AI co-creation for Hindustani music : modeling and interaction |
Shikarpur, Nithya |
Huang, Anna |
| 2024 |
Performative prediction : expanding theoretical horizons |
Mofakhami, Mehrnaz |
Gidel, Gauthier; Mitliagkas, Ioannis |
| 2024 |
Dynamic capacities and priorities in stable matching |
Bobbio, Federico |
Carvalho, Margarida |
| 2024 |
Advancing adversarial robustness with feature desensitization and synthesized data |
Bayat, Reza |
Rish, Irina; Bashivan, Pouya |
| 2024 |
HarmonyCo : développement d'une bibliothèque Python pour le calcul optimisé de la médiane de permutations |
Rabah, Ahmed Imed Eddine |
Hamel, Sylvie |
| 2024 |
Learning optimizers for communication-efficient distributed learning |
Joseph, Charles-Étienne |
Belilovsky, Eugene |
| 2024 |
Parameter, experience, and compute efficient deep reinforcement learning |
Nikishin, Evgenii |
Bacon, Pierre-Luc; Courville, Aaron |
| 2024 |
Modelling and evolving design-time uncertainty |
Sahyouni, Charbel |
Famelis, Michalis |
| 2024 |
An exploration of approximation chains |
Marwah, Ashutosh Satyajit |
Dupont-Dupuis, Frédéric |
| 2024 |
Domain adaptation in reinforcement learning via causal representation learning |
Côté-Turcotte, Léa |
Bacon, Pierre-Luc |
| 2024 |
Mobility anomaly detection with intelligent video surveillance |
Ebrahimi, Fatemeh |
Meunier, Jean |
| 2024 |
Metaheuristics for vehicle routing problems : new methods and performance analysis |
Guillen Reyes, Fernando Obed |
Potvin, Jean-Yves; Gendreau, Michel; Vidal, Thibaut |
| 2024 |
Leveraging foundation models towards semantic world representations for robotics |
Kuwajerwala, Alihusein |
Paull, Liam |