| Current teams : | ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN Phare PolSys QI RO SMA SYEL |
| Former team : | MLIA |
| Publications PEQUAN | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | Total |
|---|---|---|---|---|---|---|---|
| Books | 0 | 1 | 0 | 0 | 0 | 0 | 1 |
| Edited books | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Journal articles | 6 | 7 | 7 | 4 | 9 | 5 | 38 |
| Book chapters | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Conference papers | 12 | 11 | 6 | 4 | 8 | 6 | 47 |
| Habilitations | 0 | 1 | 1 | 0 | 0 | 0 | 2 |
| Theses | 1 | 2 | 1 | 1 | 0 | 0 | 5 |
- Th. Archambault, A. Charantonis, D. Béréziat, C. Mejia, S. Thiria : “SSH Super-Resolution using high resolution SST with a Subpixel Convolutional Residual Network”, Climate Informatics, Asheville, NC, United States [Archambault 2022a]
- Th. Archambault, A. Filoche, A. Charantonis, D. Béréziat : “Unsupervised Downscaling of sea surface height with Deep Image Prior”, IA for Earth Sciences Workshop The International Conference on Learning Representations (ICLR), Virtual conference, United States [Archambault 2022b]
- Q. Ferro, S. Graillat, Th. Hilaire, F. Jézéquel, B. Lewandowski : “Neural Network Precision Tuning Using Stochastic Arithmetic”, NSV'22, 15th International Workshop on Numerical Software Verification,, Haifa, Israel [Ferro 2022a]
- A. Filoche, D. Béréziat : “Simultaneous Assimilation and Downscaling of Simulated Sea Surface Heights with Deep Image Prior”, RFIAP (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception), Vannes, France [Filoche 2022a]
- A. Filoche, D. Béréziat, A. Charantonis : “Deep prior in variational assimilation to estimate ocean circulation without explicit regularization”, Climate Informatics, Asheville, NC, United States [Filoche 2022b]
- A. Filoche, Th. Archambault, A. Charantonis, D. Béréziat : “Statistics-free interpolation of ocean observations with deep spatio-temporal prior”, ECML/PKDD Workshop on Machine Learning for Earth Observation and Prediction (MACLEAN), Grenoble, France [Filoche 2022c]