Xiao Xiang Zhu

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 16

Top Topics

Partial Differential Equations

Remotely Sensed Images

Top Venues

Pattern Recognit.

Eng. Appl. Artif. Intell.

Publications

Xiao Xiang Zhu, Qingyu Li, Yilei Shi, Yuanyuan Wang, Adam J. Stewart, Jonathan Prexl
Global OpenBuildingMap - Unveiling the Mystery of Global Buildings. CoRR (2024)
Chenying Liu, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiao Xiang Zhu
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation. CoRR (2024)
Sugandha Doda, Matthias Kahl, Kim Ouan, Ivica Obadic, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Fan Fan, Yilei Shi, Xiao Xiang Zhu
Urban Land Cover Classification with Efficient Hybrid Quantum Machine Learning Model. CEC (2024)
Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu
Causal Graph Neural Networks for Wildfire Danger Prediction. CoRR (2024)
Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. CoRR (2024)
Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR (2024)
Xin-Yi Tong, Runmin Dong, Xiao Xiang Zhu
Global High Categorical Resolution Land Cover Mapping via Weak Supervision. CoRR (2024)
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation. CoRR (2024)
Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi
On the Foundations of Earth and Climate Foundation Models. CoRR (2024)
Jie Zhao, Zhitong Xiong, Xiao Xiang Zhu
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping. CoRR (2024)
Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu
Large-scale flood modeling and forecasting with FloodCast. CoRR (2024)
Chenglong Zhang, Lichao Mou, Shihao Shan, Hao Zhang, Yafei Qi, Dexin Yu, Xiao Xiang Zhu, Nianzheng Sun, Xiangrong Zheng, Xiaopeng Ma
Medical hyperspectral image classification based weakly supervised single-image global learning network. Eng. Appl. Artif. Intell. 133 (2024)
M. Q. Khan, Muhammad Shahzad, Saqib Ali Khan, M. M. Fraz, Xiao Xiang Zhu
Beyond local patches: Preserving global-local interactions by enhancing self-attention via 3D point cloud tokenization. Pattern Recognit. 155 (2024)
Zhenghang Yuan, Zhitong Xiong, Lichao Mou, Xiao Xiang Zhu
ChatEarthNet: A Global-Scale, High-Quality Image-Text Dataset for Remote Sensing. CoRR (2024)
Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu
Physics-embedded Fourier Neural Network for Partial Differential Equations. CoRR (2024)