Théo Archambault

According to our database, Théo Archambault authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

ORCAst: Operational High-Resolution Current Forecasts.

Pierre Garcia, Inès Larroche, Amélie Pesnec, Hannah Bull, Théo Archambault, Evangelos Moschos, Alexandre Stegner, Anastase Alexandre Charantonis, Dominique Béréziat

CoRR, January, 2025

2024

Deep learning for sea surface height reconstruction from multi-variate satellite observations. (Apprentissage profond pour reconstruire la hauteur de la surface océanique à partir d'observations satellites multivariées).

Théo Archambault

PhD thesis, 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

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