Xiao Xiang Zhu
Technische Universität München
H-index: 76
Europe-Germany
Top articles of Xiao Xiang Zhu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Forest Disturbance Detection via Self-supervised and Transfer Learning with Sentinel-1&2 Images | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | Rıdvan Salih Kuzu Oleg Antropov Matthieu Molinier Corneliu Octavian Dumitru Sudipan Saha | 2024/2/1 |
Co-Enhanced Global-Part Integration for Remote-Sensing Scene Classification | IEEE Transactions on Geoscience and Remote Sensing | Yichen Zhao Yaxiong Chen Shengwu Xiong Xiaoqiang Lu Xiao Xiang Zhu | 2024/2/20 |
Enhancing Contrastive Learning with Positive Pair Mining for Few-shot Hyperspectral Image Classification | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | Nassim Ait Ali Braham Julien Mairal Jocelyn Chanussot Lichao Mou Xiao Xiang Zhu | 2024/3/4 |
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes | arXiv preprint arXiv:2404.09768 | Ivica Obadic Alex Levering Lars Pennig Dario Oliveira Diego Marcos | 2024/4/15 |
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects | IEEE Transactions on Geoscience and Remote Sensing | Fahong Zhang Yilei Shi Zhitong Xiong Xiao Xiang Zhu | 2024/1/8 |
High-resolution satellite images reveal the prevalent positive indirect impact of urbanization on urban tree canopy coverage in South America | Landscape and Urban Planning | Jianhua Guo Danfeng Hong Xiao Xiang Zhu | 2024/7/1 |
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers | arXiv preprint arXiv:2401.17870 | Shan Zhao Zhitong Xiong Xiao Xiang Zhu | 2024/1/31 |
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models | arXiv preprint arXiv:2402.11325 | Zhenghang Yuan Zhitong Xiong Lichao Mou Xiao Xiang Zhu | 2024/2/17 |
A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes | Qingyu Li Lichao Mou Yao Sun Yuansheng Hua Yilei Shi | 2024/3/1 | |
A deep learning fusion network trained with clinical and high-frequency ultrasound images in the multi-classification of skin diseases in comparison with dermatologists: a … | Eclinicalmedicine | An-Qi Zhu Qiao Wang Yi-Lei Shi Wei-Wei Ren Xu Cao | 2024/1/1 |
Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data | International Journal of Applied Earth Observation and Geoinformation | Sugandha Doda Matthias Kahl Kim Ouan Ivica Obadic Yuanyuan Wang | 2024/4/1 |
Medical hyperspectral image classification based weakly supervised single-image global learning network | Engineering Applications of Artificial Intelligence | Chenglong Zhang Lichao Mou Shihao Shan Hao Zhang Yafei Qi | 2024/7/1 |
Quantifying Uncertainty in Slum Detection: Advancing Transfer-Learning with Limited Data in Noisy Urban Environments | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | Thomas Stark Michael Wurm Xiao Xiang Zhu Hannes Taubenbock | 2024/1/29 |
MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery | Advances in Neural Information Processing Systems | Sanja Scepanovic Ivica Obadic Sagar Joglekar Laura Giustarini Cristiano Nattero | 2024/2/13 |
RRSIS: Referring remote sensing image segmentation | IEEE Transactions on Geoscience and Remote Sensing | Zhenghang Yuan Lichao Mou Yuansheng Hua Xiao Xiang Zhu | 2024/3/1 |
Manually delineated glacier calving front locations of 27 marine-terminating glaciers from 2013 to 2021 | Erik Loebel Mirko Scheinert Martin Horwath Angelika Humbert Julia Sohn | 2024 | |
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities | arXiv preprint arXiv:2403.15356 | Zhitong Xiong Yi Wang Fahong Zhang Adam J Stewart Joëlle Hanna | 2024/3/22 |
HyperLISTA-ABT: An Ultra-light Unfolded Network for Accurate Multi-component Differential Tomographic SAR Inversion | IEEE Transactions on Geoscience and Remote Sensing | Kun Qian Yuanyuan Wang Peter Jung Yilei Shi Xiao Xiang Zhu | 2024/4/25 |
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances | arXiv preprint arXiv:2401.09271 | Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu | 2024/1/17 |
Geo-bench: Toward foundation models for earth monitoring | Advances in Neural Information Processing Systems | Alexandre Lacoste Nils Lehmann Pau Rodriguez Evan Sherwin Hannah Kerner | 2024/2/13 |
Co-Authors
