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Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin


Jan 01, 2023
Leikun Yin, Rahul Ghosh, Chenxi Lin, David Hale, Christoph Weigl, James Obarowski, Junxiong Zhou, Jessica Till, Xiaowei Jia, Troy Mao, Vipin Kumar, Zhenong Jin

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Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability


Dec 10, 2022
Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia

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* In the Thirty-Seventh AAAI Conference on Artificial Intelligence, February 2023 

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Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach


Oct 19, 2021
Chenxi Lin, Liheng Zhong, Xiao-Peng Song, Jinwei Dong, David B. Lobell, Zhenong Jin

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Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping


Aug 16, 2021
Rahul Ghosh, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar

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* 9 Pages, 7 figures, presented at the DeepSpatial workshop at KDD'21 

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Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping


May 02, 2021
Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar

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* 7 pages 

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