Arthur Filoche

According to our database, Arthur Filoche authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting.

Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations.

Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat, Sylvie Thiria

CoRR, 2023

Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps.

Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Learning 4DVAR Inversion Directly from Observations.

Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Variational Data Assimilation with Deep Prior. Application to Geophysical Motion Estimation. (Assimilation de données variationelle avec a priori profond. Applications à l'estimation de mouvements géophysiques).

Arthur Filoche

PhD thesis, 2022

Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper).

Arthur Filoche, Théo Archambault, Anastase Alexandre Charantonis, Dominique Béréziat

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022), 2022

2021

Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting.

Vincent Bouget, Dominique Béréziat, Julien Brajard, Anastase Alexandre Charantonis, Arthur Filoche

Remote. Sens., 2021