Iris Dumeur
Postdoc at the Centre Borelli. prenom.nom [at] ens-paris-saclay.fr.
Centre Borelli
Paris
I completed my PhD, in december 2024, after three years of research at CESBIO in Toulouse. My dissertation, titled “Paving the Way Towards Foundation Models Exploiting Satellite Image Time Series for Land Surface Monitoring”, is available online https://theses.hal.science/tel-05053725v1/file/2024TLSES261.pdf. During my PhD, supervised by Silvia Valero and Jordi Inglada, we proposed novel self-supervised pre-training tasks and relevant deep neural network architectures for Satellite Image Time Series (SITS). Our research outputs, including code and datasets, are openly available.
Since April 2025, I’ve been a postdoctoral researcher at the Borelli Centre image processing team, where I work on change detection in multimodal SITS.
news
| Jul 21, 2025 | New publication - Paving the Way Toward Foundation Models for Irregular and Unaligned Satellite Image Time Series |
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| Apr 01, 2025 | Starting a postdoc on mutli-modal Satellite Image Time Series change detection at the Centre Borelli, ENS Paris Saclay in Paris. |
| Dec 09, 2024 | PhD Defense, CESBIO |
| Jul 08, 2024 | IGARSS 2024, Athenes : Talk at the session Toward Foundation Models for EO I |
| Jun 06, 2024 | Participation at Gdr-IASIS - Vers un apprentissage pragmatique dans un contexte de données visuelles labellisées limitées |