| 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 | 74 | 2021 |
| 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 | 16 | 2021 |
| 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 | 13 | 2022 |
| 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 | 6 | 2020 |
| 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 | 4 | 2022 |
| 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 | 3 | 2023 |
| 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 | 3 | 2019 |
| 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 | 2 | 2023 |
| 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 | 2 | 2021 |
| 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 | 1 | 2024 |
| 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 |
| Knowledge-aware Text-Image Retrieval for Remote Sensing Images L Mi, X Dai, J Castillo-Navarro, D Tuia arXiv preprint arXiv:2405.03373, 2024 | | 2024 |
| 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 |
| 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 |
Bertrand Le SauxESA / ESRIN Φ-labAdresse e-mail validée de ieee.org
