I am currently a Postdoctoral researcher at the ECEO lab of the Ecole Polytechnique Fédérale de Lausanne, Switzerland. I am working with Devis Tuia –in collaboration with the EPFL NLP lab– to build knowledge-guided explanations for satellite images.
I received my PhD on computer science and artificial intelligence from the Université de Bretagne Sud, France, in collaboration with ONERA and IRISA, under the supervision of Bertrand Le Saux, Alexandre Boulch and Sébastien Lefèvre. I studied and developed semi-supervised models for semi-supervised semantic segmentation for Earth observation imagery.
My main research interests are applied mathematics, statistics, machine learning, computer vision, and –more recently– natural language processing. I’m currently working on applications to remote sensing imagery and Earth observation .