In the context of the 3nd Symposium of GDR MADICS, 5-8 July 2021 (https://www.madics.fr/event/titre1617704707-3351/), the MACLEAN action will organise a half-day session on “Domain Adaptation in Earth Observation”.
The session will be held virtually on Monday, July 5 from 9:00 to 12:30.
Access link (Zoom): https://inrae-fr.zoom.us/j/6505988204
Here is the preliminary program:
- 9h-9h20: Introduction
- 9h20-10h20: Old and new problems and algorithms for Domain Adaptation, with a special focus on Optimal Transport based methods, Nicolas Courty, Université Bretagne-Sud [PDF slides]
- 10h20-10h30: Pause
- 10h30-11h30: Using domain adaptation to combat training data scarcity in land cover mapping, Benjamin Lucas, University of Colorado
- 11h00-11h30: Domain Alignment in Representation Space Using Cycle-Consistent Adversarial Learning, Rodrigo Caye Daudt, ETH Zurich [PDF slides]
- 11h30-12h: Domain adaptation in the context of the ANR HIATUS project, Guglielmo Fernandez Garcia, LETG Rennes [PDF slides]
- 12h-12h30: Discussion
