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Xiao Xiang Zhu

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Large-scale flood modeling and forecasting with FloodCast

Mar 18, 2024
Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu

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Causal Graph Neural Networks for Wildfire Danger Prediction

Mar 13, 2024
Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu

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AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

Mar 03, 2024
Chenying Liu, Conrad M Albrecht, Yi Wang, Qingyu Li, 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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