Simon Benaïchouche

According to our database, Simon Benaïchouche authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes.

Maxime Beauchamp, Nicolas Desassis, J. Emmanuel Johnson, Simon Benaïchouche, Pierre Tandeo, Ronan Fablet

CoRR, 2024

2023

Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows.

Guillaume Morel, Lucas Drumetz, Simon Benaïchouche, Nicolas Courty, François Rousseau

Trans. Mach. Learn. Res., 2023

2022

Learnable Variational Models for the Reconstruction of Sea Surface Currents Using Ais Data Streams: A Case Study on the Sicily Channel.

Simon Benaïchouche, C. Le Goff, Brahim Boussidi, François Rousseau, Ronan Fablet

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Trainable Variational Models.

Simon Benaïchouche, Clément Le Goff, Yann Guichoux, François Rousseau, Ronan Fablet

Remote. Sens., 2021

Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Learnable Variational Models.

Simon Benaïchouche, Clément Le Goff, Yann Guichoux, François Rousseau, Ronan Fablet

Proceedings of the IEEE International Conference on Acoustics, 2021