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Preprint Oct 2026

RSJEV: Discriminative Remote Sensing Scene Classification with Multimodal Large Language Models

Remote sensing scene classification is a fundamental task in Earth observation and geospatial analysis. Existing approaches mainly follow three paradigms: task-specific visual classification, vision-language similarity matching, and autoregressive multimodal generation. However, visual classifiers rely on predefined la...

Dong-Chen Si, Di Wang, Ming-Zhen Xu et al. · 1 citation · ⚡1
Preprint Aug 2026

RSVideo: Are Your Vision-Language Models Ready for Remote Sensing Videos?

RSVideo, a reinforcement learning framework for small-target spatiotemporal focusing that selects question-relevant regions across frames and suppresses redundant background tokens is proposed, a reinforcement learning framework for small-target spatiotemporal focusing that selects question-relevant regions across fram...

Hong-Jie Zhou, Shiqin Wang, Haoyang Chen et al. · 1 citation

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