How to find a good image-text embedding for remote sensing visual question answering? - Christel Chappuis; Sylvain Lobry; Benjamin Kellenberger; Bertrand Le Saux; Devis Tuia (MACLEAN@PKDD/ECML, 2021)

Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images. - Li Mi; Siran Li; Christel Chappuis; Devis Tuia (CDCEO@IJCAI, 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 (CVPR Workshops, 2022)

Language Transformers for Remote Sensing Visual Question Answering. - Christel Chappuis; Vincent Mendez; Eliot Walt; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (IGARSS, 2022)

Multi-task prompt-RSVQA to explicitly count objects on aerial images. - Christel Chappuis; Charlotte Sertic; Nicola Santacroce; Javiera Castillo Navarro; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (BMVC Workshop, 2023)

The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation. - Christel Chappuis; Eliot Walt; Vincent Mendez; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (CoRR, 2023)

PAN-RSVQA: Vision Foundation Models as Pseudo-ANnotators for Remote Sensing Visual Question Answering. - Christel Chappuis; Gencer Sümbül; Syrielle Montariol; Sylvain Lobry; Devis Tuia (CVPR Workshops, 2025)

Checkmate: interpretable and explainable RSVQA is the endgame. - Lucrezia Tosato; Christel Chappuis; Syrielle Montariol; Flora Weissgerber; Sylvain Lobry; Devis Tuia (CoRR, 2025)