Post-Doc
Laboratory for Information and Decision Systems (LIDS),
Massachusetts Institute of Technology (MIT), USA
E-mail: xytong@mit.edu
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Post-Doc
Laboratory for Information and Decision Systems (LIDS),
E-mail: xytong@mit.edu |
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I am currently a Post-Doc at Earth Intelligence Lab, MIT, working with Prof. Sherrie Wang.
Previously, I was a Post-Doc at Remote Sensing Technology Institute, German Aerospace Center (DLR) and Chair of Data Science in Earth Observation, Technical University of Munich (TUM), working with Prof. Xiao Xiang Zhu. I obtained my Ph.D. degree at State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, supervised by Prof. Gui-Song Xia and Prof. Liangpei Zhang.
The primary focus of my research is large-scale land cover mapping in detailed categories and at high resolution. My goal is to explore insightful approaches to promote "data minimization" in addressing this challenging problem. Therefore, I am particularly interested in unsuervised domain adaptation, semi-supervised learning, weakly supervised semantic segmentation, etc.
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Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation.
R. Dong, L. Mou, M. Chen, W. Li, X.-Y. Tong, S. Yuan, L. Zhang, J. Zheng, X. X. Zhu, H. Fu
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Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery.
X.-Y. Tong, G.-S. Xia, X. X. Zhu
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Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images.
K. Yang, X.-Y. Tong, G.-S. Xia, W. Shen, L. Zhang
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Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models.
X.-Y. Tong, G.-S. Xia, Q. Lu, H. Shen, S. Li, S. You, L. Zhang
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Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
X.-Y. Tong, G.-S. Xia, F. Hu, Y. Zhong, M. Datcu, L. Zhang
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