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Zhishu Liu and Kaishen Yuan contributed equally to this work.Corresponding authors: Zitong Yu and Hui Ma.Z. Liu, B. Zhao, H. Ma, and Z. Yu are with Great Bay University, Dongguan, China.H. Ma is also with Shenzhen International Graduate School, Tsinghua University, Shenzhen, China.K. Yuan is with The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China
Tsinghua AI1
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Overcome remote sensing's labeled data scarcity with EarthSynth, a diffusion model that generates realistic, multi-category, cross-satellite imagery, significantly boosting performance on downstream tasks like scene classification and object detection.