Javiera Castillo-Navarro

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Semantic Segmentation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

MACLEAN@PKDD/ECML

Publications

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 (2024)
Li Mi, Xianjie Dai, Javiera Castillo-Navarro, Devis Tuia
Knowledge-aware Text-Image Retrieval for Remote Sensing Images. CoRR (2024)
Li Mi, Syrielle Montariol, Javiera Castillo-Navarro, Xianjie Dai, Antoine Bosselut, Devis Tuia
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance. CoRR (2024)
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 (2024)
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 (2022)
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) (2022)
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)
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 (2020)
Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre
On Auxiliary Losses for Semi-Supervised Semantic Segmentation. MACLEAN@PKDD/ECML (2020)
Javiera Castillo-Navarro, Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre
What Data are needed for Semantic Segmentation in Earth Observation? JURSE (2019)