| 2025 |
Le problème de routage des locomotives au CN : une nouvelle approche pour des solutions plus résilientes |
Hajjar, Béatrice |
Frejinger, Emma; Cordeau, Jean-François |
| 2025 |
Uncertainty quantification metrics for scientific application |
Sharief, Sammy |
Perreault-Levasseur, Laurence |
| 2025 |
Empowering code review automation : a data-centric, multi-task-driven, and human-aware approach |
Ben Sghaier, Oussama |
Sahraoui, Houari |
| 2025 |
Neural architectures for compositional generalisation |
Tan, Shawn |
Courville, Aaron |
| 2025 |
Inferring 2D and 3D character animation from sketches |
Brodt, Kirill |
Bessmeltsev, Mikhail |
| 2025 |
Automatic screening of articles for systematic reviews using large language models |
Kumar, Gauransh |
Syriani, Eugene |
| 2025 |
View-dependent deformation fields for 2D editing of 3D models |
El Mqirmi, Martin |
Aigerman, Noam |
| 2025 |
Segmentation automatisée des nerfs cornéens sous-basal utilisant l'apprentissage profond |
Sehad, Abdelhakim |
Meunier, Jean |
| 2025 |
Stereoscopic depth estimation with permutation |
Brousseau, Pierre-André |
Roy, Sébastien |
| 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 |
Human action recognition based on skeleton graph neural networks using self-distillation |
Feng, Miao |
Meunier, Jean |
| 2025 |
A study of the role of entanglement in quantum kernel models |
Chikhar, Omar |
Rabusseau, Guillaume; Kourtis, Stefanos |
| 2025 |
Towards optimal knowledge transfer for efficient language models |
Lu, Peng |
Langlais, Philippe |
| 2025 |
Learning generative models from a control perspective |
Zhang, Dinghuai |
Bengio, Yoshua; Courville, Aaron |
| 2025 |
Pour une IA plus responsable, détection de biais dans les entrevues de recrutement |
Lemarchand, Denis |
Aïmeur, Esma |
| 2025 |
Compromising creativity with feature modeling and metamodeling |
Schepens, Hanz |
Syriani, Eugene |
| 2025 |
Machine learning accelerated stochastic optimization and applications to railway operations |
Larsen, Eric |
Frejinger, Emma |
| 2025 |
Leveraging machine reading comprehension to mitigate hallucinations in answer generation by large language models |
Zhou, Xiaoxin |
Nie, Jian-Yun |
| 2025 |
Modeling the world to reason and plan |
Samsami, Mohammad Reza |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
| 2025 |
Robust, efficient, and knowledge-augmented text generation with pre-trained language models |
Li, Junyi |
Nie, Jian-Yun |
| 2025 |
Modélisation et analyse des données pour la simulation ferroviaire et la prévision des horaires en temps réel |
Côté, Hugo |
L'Écuyer, Pierre |
| 2025 |
Investigating the impact of training data coverage on large language model hallucinations |
Zhang, Shuo |
Nie, Jian-Yun |
| 2025 |
AI in climate change adaptation : applications to remote sensing and climate science |
Ramesh, Venkatesh |
Rolnick, David |
| 2025 |
Vérification automatisée de programmes impératifs dans un langage à typage dépendant |
Bernard, Maxim |
Monnier, Stefan |
| 2025 |
Toward neural networks that generalize systematically |
Zhou, Hattie |
Larochelle, Hugo; Courville, Aaron |
| 2025 |
Metacognitive architecture for perceptual and social systems : a neuro-inspired metacognition approach |
Vargas Mazuera, Juan David |
Dumas, Guillaume; Sheikhbahaee, Zahra |
| 2025 |
CLIP-Enhance : improving CLIP zero-shot classification via von Mises-Fisher clustering |
Sandhu, Mahtab |
Paull, Liam |
| 2025 |
Gradients protection in federated learning for Biometric authentication model |
Kasravi Mavi, Yalda |
Hafid, Abdelhakim |
| 2025 |
Designing scalable and efficient neural networks |
Feng, Leo |
Bengio, Yoshua |
| 2025 |
Data-driven large neighbourhood search for combinatorial optimization problems |
Robinson La Rocca, Charly |
Frejinger, Emma |
| 2025 |
Unified scientific knowledge representation for large language models |
Sun, Jing Han |
Liu, Bang |
| 2025 |
Competitive EV charging station location with queues |
Nguyen, The Minh |
Carvalho, Margarida |
| 2025 |
CyberPRIcards : un jeu sérieux pour la sensibilisation à la vie privée et l’intimité numérique |
Carrascal, Rafael |
Aïmeur, Esma |
| 2025 |
Towards accurate RNA structural evaluation : a study of RNA tertiary structural evaluation and ARES performance improvement |
Pouya Mehr, Faezeh |
Major, François |
| 2025 |
Deep generative modeling of atomistic systems |
Shi, Chence |
Tang, Jian |
| 2025 |
Robustesse des réseaux neuronaux sur graphes |
Lapointe-Gagné, Olivier |
Beaini, Dominique |
| 2025 |
Classical and quantum decoding algorithms with ZX-Calculus |
Whaite, Samuel |
Dupuis, Frédéric |
| 2025 |
Design and implementation of an AI-Driven educating bot for personalized science education in middle school students |
Mishra, Sparsha |
Rish, Irina |
| 2025 |
Strategic capacity planning and pricing : a choice-based approach |
Pinzon Ulloa, David Leonardo |
Frejinger, Emma |
| 2025 |
Towards adaptive personalization in conversational search |
Hui, Yuchen |
Nie, Jian-Yun |
| 2024 |
Building intuitive reinforcement learning algorithms |
D'Oro, Pierluca |
Gendron-Bellemare, Marc; Bacon, Pierre-Luc |
| 2024 |
Towards human-AI co-creation for Hindustani music : modeling and interaction |
Shikarpur, Nithya |
Huang, Anna |
| 2024 |
Promoting robustness and compositionality in machine learning with insights from cognitive bottlenecks |
Vani, Ankit |
Courville, Aaron |
| 2024 |
On PI controllers for updating lagrange multipliers in constrained optimization |
Sohrabi, Motahareh |
Lacoste-Julien, Simon |
| 2024 |
Towards efficient and effective preference alignment for large language models |
Thakkar, Megh Vipul |
Anbil Parthipan, Sarath Chandar
|
| 2024 |
Domain adaptation in reinforcement learning via causal representation learning |
Côté-Turcotte, Léa |
Bacon, Pierre-Luc |
| 2024 |
Sur la génération d'exemples pour réduire le coût d'annotation |
Piedboeuf, Frédéric |
Langlais, Philippe |
| 2024 |
Dichotomy(?) of fairness and efficiency |
Sukumaran, Rohan |
Farnadi, Golnoosh |
| 2024 |
Deep learning applications to climate change mitigation |
Schmidt, Victor |
Bengio, Yoshua |
| 2024 |
Génération de données synthétiques pour l'adaptation hors-domaine non-supervisée en réponse aux questions : méthodes basées sur des règles contre réseaux de neurones |
Duran, Juan Felipe |
Langlais, Philippe |