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ORCIDJaviera Castillo-Navarro
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- affiliation: Ecole Polytechnique Féderale de Lausanne, Switzerland
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Books and Theses
- 2022
[b1]Javiera Castillo-Navarro:
Apprentissage semi-supervisé pour la compréhension des données d'observation de la Terre à large-échelle. (Semi-supervised learning for large-scale Earth observation data understanding). University of Southern Brittany, Vannes, Morbihan, France, 2022
Journal Articles
- 2024
- [j3]Valérie Zermatten
, Xiaolong Lu, Javiera Castillo-Navarro, Tobias Kellenberger, Devis Tuia:
Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 6468-6477 (2024) - 2022
- [j2]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert, Sébastien Lefèvre:
Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study. Mach. Learn. 111(9): 3125-3160 (2022) - [j1]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre:
Energy-Based Models in Earth Observation: From Generation to Semisupervised Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022)
Conference and Workshop Papers
- 2024
- [c8]Li Mi, Syrielle Montariol, Javiera Castillo Navarro, Xianjie Dai, Antoine Bosselut, Devis Tuia:
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance. AAAI 2024: 4207-4215 - [c7]Siran Li, Li Mi, Javiera Castillo-Navarro, Devis Tuia:
Knowledge-Aware Visual Question Generation for Remote Sensing Images. IGARSS 2024: 498-502 - [c6]João Luis Prado, Syrielle Montariol, Javiera Castillo-Navarro, Devis Tuia, Antoine Bosselut:
Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images. IGARSS 2024: 2745-2749 - 2023
- [c5]Christel Chappuis, Charlotte Sertic, Nicola Santacroce, Javiera Castillo Navarro, Sylvain Lobry, Bertrand Le Saux, Devis Tuia:
Multi-task prompt-RSVQA to explicitly count objects on aerial images. BMVC Workshop 2023 - [c4]Valérie Zermatten, Javiera Castillo Navarro, Lloyd Hughes, Tobias Kellenberger, Devis Tuia:
Text as a Richer Source of Supervision in Semantic Segmentation Tasks. IGARSS 2023: 2219-2222 - 2021
- [c3]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre:
Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model. IGARSS 2021: 2098-2101 - 2020
- [c2]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre:
On Auxiliary Losses for Semi-Supervised Semantic Segmentation. MACLEAN@PKDD/ECML 2020 - 2019
- [c1]Javiera Castillo-Navarro, Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre:
What Data are needed for Semantic Segmentation in Earth Observation? JURSE 2019: 1-4
Data and Artifacts
- 2022
- [d1]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert, Sébastien Lefèvre:
MiniFrance. IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i5]Li Mi, Syrielle Montariol, Javiera Castillo-Navarro, Xianjie Dai, Antoine Bosselut, Devis Tuia:
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance. CoRR abs/2402.12846 (2024) - [i4]Li Mi, Chang Xu, Javiera Castillo-Navarro, Syrielle Montariol, Wen Yang, Antoine Bosselut, Devis Tuia:
ConGeo: Robust Cross-view Geo-localization across Ground View Variations. CoRR abs/2403.13965 (2024) - [i3]Li Mi, Xianjie Dai, Javiera Castillo-Navarro, Devis Tuia:
Knowledge-aware Text-Image Retrieval for Remote Sensing Images. CoRR abs/2405.03373 (2024) - [i2]Benoit Dufumier, Javiera Castillo-Navarro, Devis Tuia, Jean-Philippe Thiran:
What to align in multimodal contrastive learning? CoRR abs/2409.07402 (2024) - 2020
- [i1]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert, Sébastien Lefèvre:
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study. CoRR abs/2010.07830 (2020)
Coauthor Index
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