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remote sensing & machine learning.
ICDM · 2025
Multimodal Foundation Models as Router Models for High-Resolution Aerial Image Segmentation.
Cooper Li, Zhihao Wang, Yiqun Xie.
read paper ↗NeurIPS · 2025
TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery.
Zhihao Wang, Cooper Li, Ruichen Wang, Lei Ma, George Hurtt, Xiaowei Jia, Gengchen Mai, Zhili Li, Yiqun Xie.
view publication ↗ACM SIGSPATIAL / GeoIndustry · 2025
Characterizing the Effectiveness of DINOv2 as an Off-the-Shelf Foundation Model for Earth Monitoring Tasks: Preliminary Results.
Ruichen Wang, Cooper Li, Sophia Hou, Alexander Lu, Zhihao Wang, Xiaowei Jia, and Yiqun Xie.
read paper ↗