| 2026 |
Differential harmonic exponential filter for state estimation |
Arora, Ria |
Wolf, Guy; Paull, Liam |
| 2026 |
Alignement multi-agents de modèles de langage pour la génération de code guidée par des préférences multiples |
Petrenko, Maxime |
Sahraoui, Houari |
| 2026 |
Facility location under customer preferences, cumulative demand, and market competition |
Almeida Silva, Warley |
Carvalho, Margarida; Jena, Sanjay Dominik |
| 2026 |
Reconstruction de l’histoire évolutive de gènes en synténie : approche algébrique pour le problème de la réconciliation segmentale |
Delabre, Mattéo |
El-Mabrouk, Nadia |
| 2026 |
Empowering rationale-aware commit-based development |
Dhaouadi, Mouna |
Famelis, Michalis; Nie, Jian-Yun |
| 2026 |
Improving robustness and safety in multimodal AI systems |
Bhagwatkar, Rishika |
Rish, Irina |
| 2026 |
Toward socially responsible artificial intelligence approaches for fake news detection |
Sallami, Dorsaf |
Aïmeur, Esma; Brassard, Gilles |
| 2026 |
Advancing training methods for robust discriminative models |
Tsirigotis, Christos |
Courville, Aaron |
| 2026 |
Understanding and improving vision-language models through the lens of the binding problem |
Assouel, Rim |
Bengio, Yoshua |
| 2026 |
Applications of machine learning for biodiversity monitoring |
Teng, Mélisande |
Bengio, Yoshua; Larochelle, Hugo; Rolnick, David |
| 2026 |
Programmes à évaluation unique sur un canal à haut taux d’effacement dans le modèle à mémoire quantique bornée |
Pilon-Senterre, Charlie |
Salvail, Louis |
| 2026 |
Toward efficient and scalable optimization : theoretical insights and practical challenges |
Naganuma, Hiroki |
Mitliagkas, Ioannis |
| 2026 |
Towards efficient, reliable and measurable vision-language systems |
Mañas Sanchez, Oscar |
Agrawal, Aishwarya |
| 2026 |
Concept-based methods for improving large language model performance in healthcare and scientific applications |
Qin, Jeremy |
Liu, Bang; Nguyen, Quoc Dinh |
| 2026 |
From continual adaptation to reliable inference : context-aware out-of-distribution detection |
Elarabi, Moustafa |
Paull, Liam |
| 2026 |
Neural architectures for visual reasoning |
Michalski, Vincent |
Vincent, Pascal; Precup, Doina |
| 2026 |
The spectrum of structured reasoning in multimodal foundation models |
Wu, Sifan |
Liu, Bang |
| 2026 |
In-context learning, data ordering, and active sensing : a prequential perspective |
Kasetty, Tejas Shivakumar |
Lajoie, Guillaume; Sridhar, Dhanya |
| 2026 |
Generative learning of biomolecular dynamics |
Lu, Jiarui |
Tang, Jian |
| 2026 |
L'inférence de type, étape par étape |
Allix-Lastrego, Luchino |
Monnier, Stefan |
| 2026 |
Improving reasoning in large language models |
Hosseini, Seyedarian |
Courville, Aaron; Sordoni, Alessandro |
| 2026 |
Advantage alignment and large language models |
Piche, Dereck |
Courville, Aaron |
| 2026 |
Exos : conception d’un dispositif numérique pour l’apprentissage personnalisé du français écrit en contexte scolaire québécois |
Sageau, Joël |
Nie, Jian-Yun |
| 2026 |
Do large language models capture fine lexical information? |
Petrov, Alexander |
Langlais, Philippe; Venant, Antoine |
| 2026 |
Solar flare prediction from magnetogram data : a comparative study of image and spatio-temporal deep learning models |
Garmaev, Danil |
Meunier, Jean |
| 2026 |
Scaling language models beyond short contexts : architectural innovations and task-specific adaptations for long-sequence understanding |
Wang, Suyuchen |
Liu, Bang |
| 2026 |
Designing interaction and management for AI agent memory : design space, metaphors, and interactive conflict management |
Kim, Munyeong |
Arawjo, Ian |
| 2026 |
Improving language models for underserved languages and communities |
Emezue, Chris Chinenye |
Pal, Christopher |
| 2026 |
Protein structure representation learning : methods and applications |
Zhang, Zuobai |
Tang, Jian |
| 2026 |
Une étude de l’interprétabilité dans le problème d’arrêt optimal sous l’aversion du risque |
Cyr, Julien-Charles |
Sadana, Utsav |
| 2026 |
A fully reproducible C toolchain rooted on POSIX shell |
Huberdeau, Laurent |
Feeley, Marc |
| 2026 |
On the consolidation of knowledge in large language models |
Prato, Gabriele |
Anbil Parthipan, Sarath Chandar |
| 2026 |
Probing the temporal reasoning capabilities of dynamic graph learning models |
Dizaji, Alireza |
Rabusseau, Guillaume |
| 2026 |
Encodage hiérarchique pour surmonter les raccourcis en recherche d’information à long contexte |
Poellhuber, Louis-Vincent |
Nie, Jian-Yun |
| 2026 |
Expansion d’aléa via les jeux non-locaux compilés |
Li, Ding Wen |
Lamontagne, Philippe |
| 2026 |
A Tutte-like theorem for injective flows on meshes |
Kaushik, Darsh |
Aigerman, Noam |
| 2025 |
Évaluation de la confiance dans les modèles épidémiologiques guidée par la provenance : une approche de manipulation formelle des modèles |
Hamedani, Sarina |
Famelis, Michalis |
| 2025 |
Learning equivalence hash functions |
Duchesneau, Mathieu |
Tapp, Alain |
| 2025 |
Automatic screening of articles for systematic reviews using large language models |
Kumar, Gauransh |
Syriani, Eugene |
| 2025 |
Stereoscopic depth estimation with permutation |
Brousseau, Pierre-André |
Roy, Sébastien |
| 2025 |
A study of the role of entanglement in quantum kernel models |
Chikhar, Omar |
Rabusseau, Guillaume; Kourtis, Stefanos |
| 2025 |
Robustesse des réseaux neuronaux sur graphes |
Lapointe-Gagné, Olivier |
Beaini, Dominique |
| 2025 |
Modélisation et analyse des données pour la simulation ferroviaire et la prévision des horaires en temps réel |
Côté, Hugo |
L'Écuyer, Pierre |
| 2025 |
Machine learning accelerated stochastic optimization and applications to railway operations |
Larsen, Eric |
Frejinger, Emma |
| 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 |
Learning generative models from a control perspective |
Zhang, Dinghuai |
Bengio, Yoshua; Courville, Aaron |
| 2025 |
CLIP-Enhance : improving CLIP zero-shot classification via von Mises-Fisher clustering |
Sandhu, Mahtab |
Paull, Liam |
| 2025 |
Pour une IA plus responsable, détection de biais dans les entrevues de recrutement |
Lemarchand, Denis |
Aïmeur, Esma |
| 2025 |
Improving object detection with knowledge graph |
Chehire, Antoine |
Langlais, Philippe |
| 2025 |
Evaluating and improving mathematical reasoning in large language models via skill combinations |
Shah, Vedant |
Bengio, Yoshua; Goyal, Anirudh |