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3D Cloud reconstruction through geospatially-aware Masked Autoencoders

(2025)

Authors:

Stella Girtsou, Emiliano Diaz Salas-Porras, Lilli Freischem, Joppe Massant, Kyriaki-Margarita Bintsi, Guiseppe Castiglione, William Jones, Michael Eisinger, Emmanuel Johnson, Anna Jungbluth
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CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation

IEEE Transactions on Geoscience and Remote Sensing Institute of Electrical and Electronics Engineers (IEEE) 63 (2025) 1-17

Authors:

Chenying Liu, Conrad M Albrecht, Yi Wang, Xiao Xiang Zhu
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Decoupling Common and Unique Representations for Multimodal Self-supervised Learning

Springer Nature Switzerland (2025) 286-303

Authors:

Yi Wang, Conrad M Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
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Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Institute of Electrical and Electronics Engineers (IEEE) 18 (2025) 321-336

Authors:

Yi Wang, Hugo Hernández Hernández, Conrad M Albrecht, Xiao Xiang Zhu
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SpectralEarth: Training Hyperspectral Foundation Models at Scale

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Institute of Electrical and Electronics Engineers (IEEE) 18 (2025) 16780-16797

Authors:

Nassim Ait Ali Braham, Conrad M Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu
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