Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper). - Arthur Filoche; Théo Archambault; Anastase Alexandre Charantonis; Dominique Béréziat (MACLEAN@PKDD/ECML, 2022)

Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps. - Théo Archambault; Arthur Filoche; Anastase Alexandre Charantonis; Dominique Béréziat (VISIGRAPP (4: VISAPP), 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)

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 (VISIGRAPP (3): VISAPP, 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 (2024)

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, 2025)