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Olivier Laurent 0002

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affiliation: ENSTA Paris, France
affiliation: Paris-Saclay University, France

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2020 – today

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2024
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  - conf/wacv/Hariat0KZBYF24
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Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi:
Learning to generate training datasets for robust semantic segmentation. WACV 2024: 3882-3893
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  - journals/corr/abs-2403-14715
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Guoxuan Xia, Olivier Laurent, Gianni Franchi, Christos-Savvas Bouganis:
Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It. CoRR abs/2403.14715 (2024)
2023
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Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi:
Packed Ensembles for efficient uncertainty estimation. ICLR 2023
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  - journals/corr/abs-2308-02535
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Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi:
Learning to Generate Training Datasets for Robust Semantic Segmentation. CoRR abs/2308.02535 (2023)
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  - journals/corr/abs-2310-08287
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Olivier Laurent, Emanuel Aldea, Gianni Franchi:
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors. CoRR abs/2310.08287 (2023)
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  - journals/corr/abs-2312-15297
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Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Andrea Pilzer, Angela Yao:
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models. CoRR abs/2312.15297 (2023)
2022
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  - journals/corr/abs-2210-09184
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Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi:
Packed-Ensembles for Efficient Uncertainty Estimation. CoRR abs/2210.09184 (2022)

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