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 (CVPR Workshops, 2022)

Text as a Richer Source of Supervision in Semantic Segmentation Tasks. - Valérie Zermatten; Javiera Castillo Navarro; Lloyd Hughes; Tobias Kellenberger; Devis Tuia (IGARSS, 2023)

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)

swissALPS: a Dataset for Imbalanced Land Cover Mapping in Alpine Regions. - Valérie Zermatten (IEEE DataPort, 2024)

EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia. - Valérie Zermatten; Javiera Castillo-Navarro; Pallavi Jain 004; Devis Tuia; Diego Marcos (CVPR Workshops, 2025)