Anastase Alexandre Charantonis

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Unsupervised Learning

Image Interpolation

Top Venues

VISIGRAPP (3): VISAPP

IEEE Geosci. Remote. Sens. Lett.

Publications

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)
Guillaume Couairon, Christian Lessig, Anastase Alexandre Charantonis, Claire Monteleoni
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution. CoRR (2024)
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 (2023)
Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat
Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps. VISIGRAPP (4: VISAPP) (2023)
Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat
Learning 4DVAR Inversion Directly from Observations. ICCS (4) (2023)
Arthur Filoche, Theo Archambault, Anastase Alexandre Charantonis, Dominique Béréziat
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper). MACLEAN@PKDD/ECML (2022)
Arthur Filoche, Julien Brajard, Anastase Alexandre Charantonis, Dominique Béréziat
Learning 4DVAR inversion directly from observations. CoRR (2022)
Agathe Puissant, Roy El Hourany, Anastase Alexandre Charantonis, Chris Bowler, Sylvie Thiria
Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning. Remote. Sens. 13 (8) (2021)
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) (2021)
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 (2020)
William K. Jones, Redouane Lguensat, Anastase Alexandre Charantonis, Duncan Watson-Parris
The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations. CI (2020)
Christopher Chapman, Anastase Alexandre Charantonis
Reconstruction of Subsurface Velocities From Satellite Observations Using Iterative Self-Organizing Maps. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
Pannimpullath Remanan Renosh, Frédéric Jourdin, Anastase Alexandre Charantonis, Khalil Yala, Aurélie Rivier, Fouad Badran, Sylvie Thiria, Nicolas Guillou, Fabien Leckler, Francis Gohin, Thierry Garlan
Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach. Remote. Sens. 9 (12) (2017)
Anastase Alexandre Charantonis, Pierre Testor, Laurent Mortier, Fabrizio D'Ortenzio, Sylvie Thiria
Completion of a Sparse GLIDER Database Using Multi-iterative Self-Organizing Maps (ITCOMP SOM). ICCS (2015)
Anastase Alexandre Charantonis, Julien Brajard, Cyril Moulin, Bardan Fouad, Sylvie Thiria
Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion. IJCCI (NCTA) (2011)