Anastase Alexandre Charantonis

According to our database, Anastase Alexandre Charantonis authored at least 13 papers between 2011 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

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

An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor.

Frédéric Jourdin, Pannimpullath Remanan Renosh, Anastase Alexander Charantonis, Nicolas Guillou, Sylvie Thiria, Fouad Badran, Thierry Garlan

IEEE Trans. Geosci. Remote. Sens., 2021

Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning.

Agathe Puissant, Roy El Hourany, Anastase Alexandre Charantonis, Chris Bowler, Sylvie Thiria

Remote. Sens., 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

2020

The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations.

William K. Jones, Redouane Lguensat, Anastase Alexandre Charantonis, Duncan Watson-Parris

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2017

Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach.

Pannimpullath Remanan Renosh, Frédéric Jourdin, Anastase Alexandre Charantonis, Khalil Yala, Aurélie Rivier, Fouad Badran, Sylvie Thiria, Nicolas Guillou, Fabien Leckler, Francis Gohin, Thierry Garlan

Remote. Sens., 2017

Reconstruction of Subsurface Velocities From Satellite Observations Using Iterative Self-Organizing Maps.

Christopher Chapman, Anastase Alexandre Charantonis

IEEE Geosci. Remote. Sens. Lett., 2017

2015

Completion of a Sparse GLIDER Database Using Multi-iterative Self-Organizing Maps (ITCOMP SOM).

Anastase Alexandre Charantonis, Pierre Testor, Laurent Mortier, Fabrizio D'Ortenzio, Sylvie Thiria

Proceedings of the International Conference on Computational Science, 2015

2011

Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion.

Anastase Alexandre Charantonis, Julien Brajard, Cyril Moulin, Bardan Fouad, Sylvie Thiria

Proceedings of the NCTA 2011, 2011