| 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 |
Modeling the world to reason and plan |
Samsami, Mohammad Reza |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
| 2025 |
Strategic capacity planning and pricing : a choice-based approach |
Pinzon Ulloa, David Leonardo |
Frejinger, Emma |
| 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 |
Uncertainty quantification metrics for scientific application |
Sharief, Sammy |
Perreault-Levasseur, Laurence |
| 2025 |
Toward neural networks that generalize systematically |
Zhou, Hattie |
Larochelle, Hugo; Courville, Aaron |
| 2025 |
Improving lexical diversity of neural machine translation using GAN and knowledge distillation |
Pratti, Sree Rama Sanjeev |
Langlais, Philippe |
| 2025 |
Learning under constraints |
Misra, Diganta |
Rish, Irina |
| 2025 |
Compromising creativity with feature modeling and metamodeling |
Schepens, Hanz |
Syriani, Eugene |
| 2025 |
Vérification automatisée de programmes impératifs dans un langage à typage dépendant |
Bernard, Maxim |
Monnier, Stefan |
| 2025 |
CyberPRIcards : un jeu sérieux pour la sensibilisation à la vie privée et l’intimité numérique |
Carrascal, Rafael |
Aïmeur, Esma |
| 2025 |
Metacognitive architecture for perceptual and social systems : a neuro-inspired metacognition approach |
Vargas Mazuera, Juan David |
Dumas, Guillaume; Sheikhbahaee, Zahra |
| 2025 |
Robust, efficient, and knowledge-augmented text generation with pre-trained language models |
Li, Junyi |
Nie, Jian-Yun |
| 2025 |
Towards adaptive personalization in conversational search |
Hui, Yuchen |
Nie, Jian-Yun |
| 2025 |
Competitive EV charging station location with queues |
Nguyen, The Minh |
Carvalho, Margarida |
| 2025 |
Segmentation automatisée des nerfs cornéens sous-basal utilisant l'apprentissage profond |
Sehad, Abdelhakim |
Meunier, Jean |
| 2025 |
Data-driven large neighbourhood search for combinatorial optimization problems |
Robinson La Rocca, Charly |
Frejinger, Emma |
| 2025 |
Enhancing electrophysiology imaging through artificial intelligence |
Dehgan, Arthur |
Jerbi, Karim; Rish, Irina |
| 2025 |
AI in climate change adaptation : applications to remote sensing and climate science |
Ramesh, Venkatesh |
Rolnick, David |
| 2025 |
Revisiting the security of quantum bit commitment schemes |
Medhioub, Khaireddine |
Salvail, Louis |
| 2025 |
CLIP-Enhance : improving CLIP zero-shot classification via von Mises-Fisher clustering |
Sandhu, Mahtab |
Paull, Liam |
| 2025 |
Nouvelle contraction algébrique appliquée au problème de tarification de réseau |
Hébert-Doutreloux, Julien |
Carvalho, Margarida; Frejinger, Emma |
| 2025 |
Machine learning accelerated stochastic optimization and applications to railway operations |
Larsen, Eric |
Frejinger, Emma |
| 2025 |
Rapid prototyping for systematic reuse in compartmental models |
Fiyouzisabah, Zahra |
Famelis, Michalis |
| 2025 |
Designing scalable and efficient neural networks |
Feng, Leo |
Bengio, Yoshua |
| 2025 |
Multi-contrast image-to-image translation for axon and myelin segmentation |
Katoch, Nishka |
Wolf, Guy; Cohen-Adad, Julien |
| 2025 |
Towards accurate RNA structural evaluation : a study of RNA tertiary structural evaluation and ARES performance improvement |
Pouya Mehr, Faezeh |
Major, François |
| 2025 |
Combining large language models with static analyzers for code review generation |
Jaoua, Imen |
Sahraoui, Houari |
| 2025 |
Stereoscopic depth estimation with permutation |
Brousseau, Pierre-André |
Roy, Sébastien |
| 2025 |
Evaluating and improving mathematical reasoning in large language models via skill combinations |
Shah, Vedant |
Bengio, Yoshua; Goyal, Anirudh |
| 2025 |
Neural architectures for compositional generalisation |
Tan, Shawn |
Courville, Aaron |
| 2025 |
Robustesse des réseaux neuronaux sur graphes |
Lapointe-Gagné, Olivier |
Beaini, Dominique |
| 2025 |
Towards more robust theoretical frameworks for deep neural network optimization |
Guille-Escuret, Charles |
Mitliagkas, Ioannis |
| 2025 |
Unified scientific knowledge representation for large language models |
Sun, Jing Han |
Liu, Bang |
| 2025 |
Matrix theory and hardware implementation of linear recurrences |
Secrieru, Dragos |
Bengio, Yoshua |
| 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 |
Technical methods for governing AI agents |
Chan, Alan |
Le Roux, Nicolas; Krueger, David |
| 2025 |
Leveraging machine reading comprehension to mitigate hallucinations in answer generation by large language models |
Zhou, Xiaoxin |
Nie, Jian-Yun |
| 2025 |
Vers des jumeaux numériques intelligents en agriculture en environnement contrôlé : contributions conjointes en détection de fruits par vision et en simulation trans-domaines. |
Amiri, Mansoorali |
Sahraoui, Houari |
| 2025 |
Human action recognition based on skeleton graph neural networks using self-distillation |
Feng, Miao |
Meunier, Jean |
| 2025 |
Cracks in the platform : detecting inconsistencies and workarounds in low-code applications |
Zaheri, MohammadAmin |
Famelis, Michalis; Syriani, Eugene |
| 2025 |
Interpreting and generating drawings via learning, geometry processing, and optimization |
Puhachov, Ivan |
Bessmeltsev, Mikhail |
| 2025 |
Modeling cellular response to biological perturbations |
Bertin, Paul |
Bengio, Yoshua |
| 2025 |
Inferring 2D and 3D character animation from sketches |
Brodt, Kirill |
Bessmeltsev, Mikhail |
| 2025 |
LLMs for experiment design in scientific domains : are we there yet? |
Gupta, Rushil |
Liu, Bang |
| 2025 |
Deep generative modeling of atomistic systems |
Shi, Chence |
Tang, Jian |
| 2025 |
Problèmes de localisation avec équilibrage |
Kadri, Anis |
Gendreau, Michel |
| 2025 |
Pour une IA plus responsable, détection de biais dans les entrevues de recrutement |
Lemarchand, Denis |
Aïmeur, Esma |
| 2025 |
Learning equivalence hash functions |
Duchesneau, Mathieu |
Tapp, Alain |