Olivier Laurent

75 %

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Affiliations actuelles

École Nationale Supérieure de Techniques Avancées (ENSTA Paris)
Université Paris-Saclay

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Publications

Torch-uncertainty: Deep learning uncertainty quantification

Adrien Lafage , Olivier Laurent , Firas Gabetni , Gianni Franchi

The Thirty-Ninth Annual Conference on Neural Information Processing Systems, Datasets & Benchmarks Track, Nov 2025, San Diego, United States. pp.121714-121746, ⟨10.52202/085713-3668⟩

Communication dans un congrès hal-05115517v2

Learning to Generate Training Datasets for Robust Semantic Segmentation

Marwane Hariat , Olivier Laurent , Rémi Kazmierczak , Andrei Bursuc , Angela Yao et al.

WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, Waikoloa, United States. ⟨10.1109/wacv57701.2024.00385⟩

Communication dans un congrès hal-04321102v1

A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors

Olivier Laurent , Emanuel Aldea , Gianni Franchi

12th International Conference on Learning Representations. ICLR 2024, May 2024, Vienna, Austria

Communication dans un congrès hal-04480585v1

Packed-Ensembles for Efficient Uncertainty Estimation

Olivier Laurent , Adrien Lafage , Enzo Tartaglione , Geoffrey Daniel , Jean-Marc Martinez et al.

11th International Conference on Learning Representations, May 2023, Kigali, Rwanda

Communication dans un congrès hal-04042523v1

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