Olivier Laurent

Joined

September 2022

Names

Olivier Laurent (Preferred)

Emails

****@ensta-paris.fr (Confirmed)

****@gmail.com (Confirmed)

****@universite-paris-saclay.fr (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Université Paris-Saclay (universite-paris-saclay.fr)

2022 – 2025

Intern

CEA (cea.fr)

2022 – 2022

MS student

ENSTA Paris (ensta-paris.fr)

2020 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Adrien Chan Hon Tong

2023 – 2025

PhD Advisor

Gianni Franchi

2022 – 2025

PhD Advisor

Emanuel Aldea

2022 – 2025

Expertise

Uncertainty

Present

Computer Vision

Present

Publications

Torch-Uncertainty: Deep Learning Uncertainty Quantification
Adrien Lafage, Olivier Laurent, Firas Gabetni, Gianni Franchi
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
Andrea Pilzer, Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Angela Yao
- CVPR 2024
- Readers: Everyone
Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It
Guoxuan Xia, Olivier Laurent, Gianni Franchi, Christos-Savvas Bouganis
- ICLR 2025 Poster
- Readers: Everyone
Learning to generate training datasets for robust semantic segmentation
Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi
- WACV 2024
- Readers: Everyone
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
Olivier Laurent, Emanuel Aldea, Gianni Franchi
- ICLR 2024 poster
- Readers: Everyone
Learning to Generate Training Datasets for Robust Semantic Segmentation
Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi
- Published: 01 Jan 2023, Last Modified: 29 Mar 2024
- CoRR 2023
- Readers: Everyone
Packed Ensembles for efficient uncertainty estimation
Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi
- Published: 01 Jan 2023, Last Modified: 29 Mar 2024
- ICLR 2023
- Readers: Everyone
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
Olivier Laurent, Emanuel Aldea, Gianni Franchi
- Published: 01 Jan 2023, Last Modified: 29 Mar 2024
- CoRR 2023
- Readers: Everyone
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Andrea Pilzer, Angela Yao
- Published: 01 Jan 2023, Last Modified: 29 Mar 2024
- CoRR 2023
- Readers: Everyone
Packed Ensembles for efficient uncertainty estimation
Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-marc Martinez, Andrei Bursuc, Gianni Franchi
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone

Olivier Laurent

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors