| 2026 |
Alignement multi-agents de modèles de langage pour la génération de code guidée par des préférences multiples |
Petrenko, Maxime |
Sahraoui, Houari |
| 2026 |
Empowering rationale-aware commit-based development |
Dhaouadi, Mouna |
Famelis, Michalis; Nie, Jian-Yun |
| 2026 |
Concept-based methods for improving large language model performance in healthcare and scientific applications |
Qin, Jeremy |
Liu, Bang; Nguyen, Quoc |
| 2026 |
A fully reproducible C toolchain rooted on POSIX shell |
Huberdeau, Laurent |
Feeley, Marc |
| 2026 |
Advantage alignment and large language models |
Piche, Dereck |
Courville, Aaron |
| 2026 |
Probing the temporal reasoning capabilities of dynamic graph learning models |
Dizaji, Alireza |
Rabusseau, Guillaume |
| 2026 |
Towards efficient, reliable and measurable vision-language systems |
Mañas Sanchez, Oscar |
Agrawal, Aishwarya |
| 2026 |
Toward socially responsible artificial intelligence approaches for fake news detection |
Sallami, Dorsaf |
Aïmeur, Esma; Brassard, Gilles |
| 2026 |
Improving language models for underserved languages and communities |
Emezue, Chris Chinenye |
Pal, Christopher |
| 2026 |
Neural architectures for visual reasoning |
Michalski, Vincent |
Vincent, Pascal; Precup, Doina |
| 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 under constraints |
Misra, Diganta |
Rish, Irina |
| 2025 |
Compromising creativity with feature modeling and metamodeling |
Schepens, Hanz |
Syriani, Eugene |
| 2025 |
Interactive hashing against quantum adversaries |
Thibodeau, Louis-Charles |
Salvail, Louis |
| 2025 |
Vérification automatisée de programmes impératifs dans un langage à typage dépendant |
Bernard, Maxim |
Monnier, Stefan |
| 2025 |
3D generative models and score-based diffusion in function space |
Lim, Jae Hyun |
Pal, Christopher |
| 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 |
Robust, efficient, and knowledge-augmented text generation with pre-trained language models |
Li, Junyi |
Nie, Jian-Yun |
| 2025 |
Stereoscopic depth estimation with permutation |
Brousseau, Pierre-André |
Roy, Sébastien |
| 2025 |
Towards more robust theoretical frameworks for deep neural network optimization |
Guille-Escuret, Charles |
Mitliagkas, Ioannis |
| 2025 |
Toward neural networks that generalize systematically |
Zhou, Hattie |
Larochelle, Hugo; Courville, Aaron |
| 2025 |
Classical and quantum decoding algorithms with ZX-Calculus |
Whaite, Samuel |
Dupuis, Frédéric |
| 2025 |
Learning equivalence hash functions |
Duchesneau, Mathieu |
Tapp, Alain |
| 2025 |
Revisiting the security of quantum bit commitment schemes |
Medhioub, Khaireddine |
Salvail, Louis |
| 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 |
Building awareness and safeguarding privacy : the development of DEDALUS and ICARUS for image privacy classification |
Rocha De Alba, Hugo |
Aïmeur, Esma |
| 2025 |
Towards adaptive personalization in conversational search |
Hui, Yuchen |
Nie, Jian-Yun |
| 2025 |
View-dependent deformation fields for 2D editing of 3D models |
El Mqirmi, Martin |
Aigerman, Noam |
| 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 |
Nouvelle contraction algébrique appliquée au problème de tarification de réseau |
Hébert-Doutreloux, Julien |
Carvalho, Margarida; Frejinger, Emma |
| 2025 |
Modeling the world to reason and plan |
Samsami, Mohammad Reza |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
| 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 |
Combining large language models with static analyzers for code review generation |
Jaoua, Imen |
Sahraoui, Houari |
| 2025 |
A survey of state representation learning for deep reinforcement learning |
Echchahed, Ayoub |
Castro, Pablo Samuel |
| 2025 |
Modélisation et analyse des données pour la simulation ferroviaire et la prévision des horaires en temps réel |
Côté, Hugo |
L'Écuyer, Pierre |
| 2025 |
A study of the role of entanglement in quantum kernel models |
Chikhar, Omar |
Rabusseau, Guillaume; Kourtis, Stefanos |
| 2025 |
Gradients protection in federated learning for Biometric authentication model |
Kasravi Mavi, Yalda |
Hafid, Abdelhakim |
| 2025 |
AI in climate change adaptation : applications to remote sensing and climate science |
Ramesh, Venkatesh |
Rolnick, David |
| 2025 |
Rapid prototyping for systematic reuse in compartmental models |
Fiyouzisabah, Zahra |
Famelis, Michalis |
| 2025 |
Improving lexical diversity of neural machine translation using GAN and knowledge distillation |
Pratti, Sree Rama Sanjeev |
Langlais, Philippe |
| 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 |
Unified scientific knowledge representation for large language models |
Sun, Jing Han |
Liu, Bang |
| 2025 |
Deep generative modeling of atomistic systems |
Shi, Chence |
Tang, Jian |
| 2025 |
Multi-contrast image-to-image translation for axon and myelin segmentation |
Katoch, Nishka |
Wolf, Guy; Cohen-Adad, Julien |
| 2025 |
Pour une IA plus responsable, détection de biais dans les entrevues de recrutement |
Lemarchand, Denis |
Aïmeur, Esma |
| 2025 |
Scam detection with large language models : multimodal risk analysis of URLs and chat messages |
Chang, Yuan-Chen |
Aïmeur, Esma |
| 2025 |
Improving object detection with knowledge graph |
Chehire, Antoine |
Langlais, Philippe |