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Devis Tuia

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How to find a good image-text embedding for remote sensing visual question answering?

Sep 24, 2021
Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia

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Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images

Aug 17, 2021
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia

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Mapping Vulnerable Populations with AI

Jul 29, 2021
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo C. Daudt, Konrad Schindler, Thao T-T Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran

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Semisupervised Manifold Alignment of Multimodal Remote Sensing Images

Apr 15, 2021
Devis Tuia, Michele Volpi, Maxime Trolliet, Gustau Camps-Valls

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Learning User's confidence for active learning

Apr 15, 2021
Devis Tuia, Jordi Munoz-Mari

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A survey of active learning algorithms for supervised remote sensing image classification

Apr 15, 2021
Devis Tuia, Michele Volpi, Loris Copa, Mikhail Kanevski, Jordi Munoz-Mari

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Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data

Apr 15, 2021
Devis Tuia, Claudio Persello, Lorenzo Bruzzone

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Towards a Collective Agenda on AI for Earth Science Data Analysis

Apr 11, 2021
Devis Tuia, Ribana Roscher, Jan Dirk Wegner, Nathan Jacobs, Xiao Xiang Zhu, Gustau Camps-Valls

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Self-supervised pre-training enhances change detection in Sentinel-2 imagery

Jan 20, 2021
Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia

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Semantic Segmentation of Remote Sensing Images with Sparse Annotations

Jan 10, 2021
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia

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