Christel Chappuis

According to our database, Christel Chappuis authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

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

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

Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

2022

Language Transformers for Remote Sensing Visual Question Answering.

Christel Chappuis, Vincent Mendez, Eliot Walt, Sylvain Lobry, Bertrand Le Saux, Devis Tuia

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images.

Li Mi, Siran Li, Christel Chappuis, Devis Tuia

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021

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

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), 2021