322 citations
- Centre National de la Recherche ScientifiqueFR118 papers
- IMT AtlantiqueFR96 papers
- Laboratoire de Mathématiques de Bretagne AtlantiqueFR89 papers
- Laboratoire des Sciences et Techniques de l’Information de la Communication et de la ConnaissanceFR84 papers
- Université de Bretagne SudFR78 papers
- InsermFR29 papers
- Laboratoire de Traitement de l'Information MédicaleFR24 papers
- Université Grenoble AlpesFR24 papers
- Université Paris-SaclayFR16 papers
- École nationale supérieure de techniques avancées BretagneFR15 papers
- Centre Hospitalier Régional Universitaire de BrestFR14 papers
- IfremerFR14 papers
5 papers · 2 filters
Towards fully differentiable neural ocean model with Veros
Etienne Meunier, Said Ouala, Hugo Frezat +2
We present a differentiable extension of the VEROS ocean model, enabling automatic differentiation through its dynamical core. We describe the key modifications required to make th…
Busemann Functions in the Wasserstein Space: Existence, Closed-Forms, and Applications to Slicing
Clément Bonet, Elsa Cazelles, Lucas Drumetz +1
The Busemann function has recently found much interest in a variety of geometric machine learning problems, as it naturally defines projections onto geodesic rays of Riemannian man…
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory
Yi-Chun Liao, Chieh-Lin Tsai, Yuan-Hao Chang +3
Although deep learning has demonstrated remarkable capability in learning from unstructured data, modern tree-based ensemble models remain superior in extracting relevant informati…
Augmented Invertible Koopman Autoencoder for long-term time series forecasting
Anthony Frion, Lucas Drumetz, Mauro Dalla Mura +2
Following the introduction of Dynamic Mode Decomposition and its numerous extensions, many neural autoencoder-based implementations of the Koopman operator have recently been propo…
Land Surface Temperature Super-Resolution with a Scale-Invariance-Free Neural Approach: Application to MODIS
Romuald Ait-Bachir, Carlos Granero-Belinchon, Aurélie Michel +3
Due to the trade-off between the temporal and spatial resolution of thermal spaceborne sensors, super-resolution methods have been developed to provide fine-scale Land SurfaceTempe…