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Arthur Filoche
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2020 – today
- 2024
- [c4]Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat:
Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting. VISIGRAPP (3): VISAPP 2024: 100-109 - 2023
- [c3]Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat:
Learning 4DVAR Inversion Directly from Observations. ICCS (4) 2023: 414-421 - [c2]Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat:
Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps. VISIGRAPP (4: VISAPP) 2023: 159-167 - [i3]Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat, Sylvie Thiria:
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations. CoRR abs/2310.07626 (2023) - 2022
- [b1]Arthur Filoche:
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). Sorbonne University, Paris, France, 2022 - [c1]Arthur Filoche, Théo Archambault, Anastase Alexandre Charantonis, Dominique Béréziat:
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper). MACLEAN@PKDD/ECML 2022 - [i2]Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat:
Learning 4DVAR inversion directly from observations. CoRR abs/2211.09741 (2022) - 2021
- [j1]Vincent Bouget
, Dominique Béréziat
, Julien Brajard
, Anastase Alexandre Charantonis
, Arthur Filoche:
Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting. Remote. Sens. 13(2): 246 (2021) - 2020
- [i1]Vincent Bouget
, Dominique Béréziat, Julien Brajard, Anastase Alexandre Charantonis, Arthur Filoche:
Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting. CoRR abs/2012.05015 (2020)
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