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Javiera Castillo-Navarro
Javiera Castillo-Navarro
Conservatoire national des arts et métiers (Cnam)
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study
J Castillo-Navarro, B Le Saux, A Boulch, N Audebert, S Lefèvre
Machine Learning, 1-36, 2021
762021
Energy-based models in Earth observation: From generation to semisupervised learning
J Castillo-Navarro, B Le Saux, A Boulch, S Lefèvre
IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2021
162021
The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]
R Hänsch, C Persello, G Vivone, J Castillo Navarro, A Boulch, S Lefevre, ...
IEEE Geoscience and Remote Sensing Magazine 10 (1), 334-337, 2022
142022
What data are needed for semantic segmentation in earth observation?
J Castillo-Navarro, N Audebert, A Boulch, B Le Saux, S Lefèvre
2019 Joint Urban Remote Sensing Event (JURSE), 1-4, 2019
7*2019
On Auxiliary Losses for Semi-Supervised Semantic Segmentation
J Castillo-Navarro, B Le Saux, A Boulch, S Lefevre
Workshop MACLEAN - ECML PKDD 2020, 2020
62020
Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised Learning [Technical Committees]
R Hansch, C Persello, G Vivone, J Castillo Navarro, A Boulch, S Lefevre, ...
IEEE Geoscience and Remote Sensing Magazine 10 (4), 270-273, 2022
42022
Text as a Richer Source of Supervision in Semantic Segmentation Tasks
V Zermatten, J Castillo Navarro, L Hughes, T Kellenberger, D Tuia
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
32023
Réseaux de neurones semi-supervisés pour la segmentation sémantique en télédétection
J Castillo-Navarro, B Le Saux, A Boulch, S Lefèvre
Colloque GRETSI sur le Traitement du Signal et des Images, 2019
32019
Knowledge-aware Text-Image Retrieval for Remote Sensing Images
L Mi, X Dai, J Castillo-Navarro, D Tuia
arXiv preprint arXiv:2405.03373, 2024
22024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance
L Mi, S Montariol, J Castillo Navarro, X Dai, A Bosselut, D Tuia
Proceedings of the AAAI Conference on Artificial Intelligence 38 (5), 4207-4215, 2024
22024
Multi-task prompt-RSVQA to explicitly count objects on aerial images
C Chappuis, C Sertic, N Santacroce, J Castillo Navarro, S Lobry, ...
Workshop on Machine Vision for Earth Observation (MVEO) at the 34th British …, 2023
22023
Classification and generation of Earth observation images using a joint energy-based model
J Castillo-Navarro, B Le Saux, A Boulch, S Lefèvre
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2098 …, 2021
22021
ConGeo: Robust Cross-view Geo-localization across Ground View Variations
L Mi, C Xu, J Castillo-Navarro, S Montariol, W Yang, A Bosselut, D Tuia
Proceedings of the European Conference on Computer Vision (ECCV) 2024, 2024
12024
What to align in multimodal contrastive learning?
B Dufumier, J Castillo-Navarro, D Tuia, JP Thiran
arXiv preprint arXiv:2409.07402, 2024
2024
Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images
JL Prado, S Montariol, J Castillo-Navarro, D Tuia, A Bosselut
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
2024
Knowledge-Aware Visual Question Generation for Remote Sensing Images
S Li, L Mi, J Castillo-Navarro, D Tuia
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
2024
Ecosystem mapping with remote sensing images and ground observations
V Zermatten, J Castillo-Navarro, D Marcos, D Tuia
EGU24, 2024
2024
Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance
V Zermatten, X Lu, J Castillo-Navarro, T Kellenberger, D Tuia
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
2024
Mapping Pb/Zn-stressed plant communities: challenges of centimetre-to millimetre-scale UAV sensing for training deep-learning schemes
TJB Dewez, A Breton, M De Boisvilliers, G Bellenfant, M Houlès, F Guiotte, ...
Virtual Geoscience Conference 2023, 2023
2023
Semi-supervised learning for large-scale Earth observation data understanding
J Castillo-Navarro
Lorient, 2022
2022
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