Romain Brault

According to our database, Romain Brault authored at least 8 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Data augmentation for fuselage panel inspection via 3D point cloud segmentation.

Velibor Dosljak, Igor Jovancevic, Jean-José Orteu, Romain Brault, Zakaria Belbacha

J. Electronic Imaging, 2026

2025

SinoDAM: A Volumetric Sinogram-Based Methodology for Realistic Dataset Augmentation in Additive Manufacturing.

Nina Lassalle-Astis, Pascal Desbarats, Fabien Baldacci, Romain Brault

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2025

2024

Sinogram-based data augmentation by extracting feature points in the Radon space.

Nina Lassalle-Astis, Pascal Desbarats, Fabien Baldacci, Romain Brault

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

2019

Infinite Task Learning in RKHSs.

Romain Brault, Alex Lambert, Zoltán Szabó, Maxime Sangnier, Florence d'Alché-Buc

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Infinite-Task Learning with Vector-Valued RKHSs.

Romain Brault, Alex Lambert, Zoltán Szabó, Maxime Sangnier, Florence d'Alché-Buc

CoRR, 2018

2017

Large-scale operator-valued kernel regression. (Régression à noyaux à valeurs opérateurs pour grands ensembles de données).

Romain Brault

PhD thesis, 2017

One Class Splitting Criteria for Random Forests.

Nicolas Goix, Nicolas Drougard, Romain Brault, Maël Chiapino

Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016

Random Fourier Features For Operator-Valued Kernels.

Romain Brault, Markus Heinonen, Florence d'Alché-Buc

Proceedings of The 8th Asian Conference on Machine Learning, 2016