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Xiao Xiang Zhu

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ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models

Feb 26, 2024
Zhenghang Yuan, Zhitong Xiong, Lichao Mou, Xiao Xiang Zhu

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Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation

Feb 25, 2024
Chenying Liu, Conrad Albrecht, Yi Wang, Xiao Xiang Zhu

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Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing

Feb 21, 2024
Adrian Höhl, Ivica Obadic, Miguel Ángel Fernández Torres, Hiba Najjar, Dario Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu

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ChatEarthNet: A Global-Scale, High-Quality Image-Text Dataset for Remote Sensing

Feb 17, 2024
Zhenghang Yuan, Zhitong Xiong, Lichao Mou, Xiao Xiang Zhu

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Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers

Feb 05, 2024
Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu

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PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances

Jan 17, 2024
Konrad Heidler, Ingmar Nitze, Guido Grosse, Xiao Xiang Zhu

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One for All: Toward Unified Foundation Models for Earth Vision

Jan 15, 2024
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu

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Towards Label Embedding -- Measuring classification difficulty

Nov 15, 2023
Katharina Hechinger, Christoph Koller, Xiao Xiang Zhu, Göran Kauermann

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Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing

Oct 28, 2023
Yi Wang, Hugo Hernández Hernández, Conrad M Albrecht, Xiao Xiang Zhu

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