Vivien Sainte Fare Garnot

Postdoc, Mathematical Modelling and Machine Learning, University of Zurich

  • Joined November 2022

Names

Vivien Sainte Fare Garnot (Preferred)

Emails

****@polytechnique.edu (Confirmed)
,
****@ics.uzh.ch (Confirmed)
,
****@gmail.com (Confirmed)
,
****@uzh.ch (Confirmed)

Personal Links

Education & Career History

Postdoc
Mathematical Modelling and Machine Learning, University of Zurich (uzh.ch)
2022 – Present
 
PhD student
LASTIG, Ecole Nationale des Sciences Géographiques (ensg.ign.fr)
2018 – 2021
 
MS student
Geoscience, Ecole Normal Supérieure Paris (ens.edu)
2017 – 2018
 

Advisors, Relations & Conflicts

Postdoc Advisor
2022 – Present
 
PhD Advisor
Loic Landrieu
2018 – 2021
 

Expertise

Uncertainty estimation in deep learning for remote sensing
2022 – 2022
 
Attention-based temporal encoding, self-attention
2019 – 2022
 
Satellite image time series processing, spatio-temporal data processing, panoptic segmentation of image time series
2018 – 2022
 
Crop type mapping from remote sensing, deep learning for Earth Observation, deep learning for remote sensing
2018 – 2022