Javiera Castillo Navarro
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    • 🎉 Our paper "What to align in Multimodal Contrastive Learning?" has been accepted to ICLR 2025! 🎉
    • 🎉 Our paper "ConGeo: Robust Cross-View Geo-Localization Across Ground View Variations" has been accepted to ECCV 2024! 🎉
    • TACOSS 🌮🌮 has been published at ISPRS Journal of Photogrammetry and Remote Sensing 🎉
    • 🎉 Our paper "ConVQG: Robust Cross-View Geo-Localization Across Ground View Variations" has been accepted to AAAI 2024! 🎉
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    • What to align in multimodal contrastive learning?
    • Knowledge-aware Text-Image Retrieval for Remote Sensing Images
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    • Knowledge-Aware Visual Question Generation for Remote Sensing Images
    • Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images
    • ConVQG: Contrastive Visual Question Generation with Multimodal Guidance
    • Ecosystem mapping with remote sensing images and ground observations
    • Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance
    • Multi-task prompt-RSVQA to explicitly count objects on aerial images
    • Mapping Pb/Zn-stressed plant communities: challenges of centimetre- to millimetre-scale UAV sensing for training deep-learning schemes
    • Text as a Richer Source of Supervision in Semantic Segmentation Tasks
    • Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised Learning [Technical Committees]
    • The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]
    • Energy-Based Models in Earth Observation: From Generation to Semisupervised Learning
    • Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model
    • Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study
    • On Auxiliary Losses for Semi-Supervised Semantic Segmentation
    • Réseaux de neurones semi-supervisés pour la segmentation sémantique en télédétection
    • What Data are needed for Semantic Segmentation in Earth Observation?
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🎉 Our paper "What to align in Multimodal Contrastive Learning?" has been accepted to ICLR 2025! 🎉

Jan 23, 2025·
Javiera Castillo Navarro
Javiera Castillo Navarro
· 0 min read
CoMM, our framework to learn multimodal representations in a self-supervised way.
Last updated on Jan 23, 2025
Accepted Papers
Javiera Castillo Navarro
Authors
Javiera Castillo Navarro
Assistant Professor
🎉 Our paper "ConGeo: Robust Cross-View Geo-Localization Across Ground View Variations" has been accepted to ECCV 2024! 🎉 Jul 1, 2024 →

© 2025 Javi Castillo. This work is licensed under CC BY NC ND 4.0

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