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Training-free enhancement of satellite remote sensing VLMs via Geo-Contrastive Decoding

Published Online: 2026-03-11

Authors

Shangguan, Zixuan

Zhang, Jingrui

Xing, Ke

Gong, Zhuohao

Zhang, Yong

Xu, Yimeng

Liang, Feng
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Text and Data Mining valid from 2026-03-11

Version of Record valid from 2026-04-17
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Article History

Received: 1 December 2025

Accepted: 5 March 2026

First Online: 11 March 2026

Declarations

:

: Not applicable.

: Not applicable. This study does not include any individual person’s data in any form.

: The authors declare no competing interests.

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