3 citations · 4 across the 3 of their papers we have counts for
3 papers
Densification and forecasting of Sentinel-2 time series from multimodal SAR and Optical satellite data using deep generative models
Véronique Defonte, Dawa Derksen, Alexandre Constantin +1
Optical satellite image time series are extensively used in many Earth observation applications, including agriculture, climate monitoring, and land surface analysis. However, clou…
Tile and Slide : A New Framework for Scaling NeRF from Local to Global 3D Earth Observation
Camille Billouard, Dawa Derksen, Alexandre Constantin +1
Neural Radiance Fields (NeRF) have recently emerged as a paradigm for 3D reconstruction from multiview satellite imagery. However, state-of-the-art NeRF methods are typically const…
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data
Sergei Bogdanov, Alexandre Constantin, Timothée Bernard +2
Large Language Models (LLMs) have shown impressive abilities in data annotation, opening the way for new approaches to solve classic NLP problems. In this paper, we show how to use…