Category: Jobs

PhD: Deep learning architectures for onboard satellite image analysis

Context: This project takes place in the general context of information extraction from massive satellite data using advanced machine learning tools. The continuous proliferation and improvement of satellite data sensors yields a huge volume of Earth’s images with high spatial, spectral and temporal resolution (up to 30cm/pixel, > 50 bands, several times per day, covering …

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PhD topic: Numerical Optimal Transport and Application to Geometry Processing

Thesis topic: Optimal transport is a powerful mathematical tool at the interface between calculus of variations, probability and partial differential equations. In the recent past concepts from finite dimensional classical geometry have been successfully transferred to infinite-dimensional spaces, where shapes are seen as probability densities, or where raw measurements are seen as discrete measures, i.e., …

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