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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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Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology

Oct 20, 2023
Qingsong Xu, Yilei Shi, Jonathan Bamber, Ye Tuo, Ralf Ludwig, Xiao Xiang Zhu

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Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks

Oct 03, 2023
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu

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HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images

Sep 28, 2023
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu

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HyperLISTA-ABT: An Ultra-light Unfolded Network for Accurate Multi-component Differential Tomographic SAR Inversion

Sep 28, 2023
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiao Xiang Zhu

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Self-supervised Domain-agnostic Domain Adaptation for Satellite Images

Sep 25, 2023
Fahong Zhang, Yilei Shi, Xiao Xiang Zhu

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