Valérie Zermatten

According to our database, Valérie Zermatten authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Spatial Context Improves the Integration of Text with Remote Sensing for Mapping Environmental Variables.

Valérie Zermatten, Chiara Vanalli, Gencer Sumbul, Diego Marcos, Devis Tuia

CoRR, January, 2026

2025

EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia.

Valérie Zermatten, Javiera Castillo-Navarro, Pallavi Jain, Devis Tuia, Diego Marcos

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

swissALPS: a Dataset for Imbalanced Land Cover Mapping in Alpine Regions.

Valérie Zermatten

Dataset, January, 2024

Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance.

Valérie Zermatten, Xiaolong Lu, Javiera Castillo-Navarro, Tobias Kellenberger, Devis Tuia

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Text as a Richer Source of Supervision in Semantic Segmentation Tasks.

Valérie Zermatten, Javiera Castillo Navarro, Lloyd Hughes, Tobias Kellenberger, Devis Tuia

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering.

Christel Chappuis, Valérie Zermatten, Sylvain Lobry, Bertrand Le Saux, Devis Tuia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022