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Author

Junwei Luo

2 papers indexed here

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SkySense-VITA: Towards Universal In-context Segmentation of Multi-modal Remote Sensing Imagery

SkySense-VITA is introduced, a unified in-context segmentation model, which synergistically processes both optical and Synthetic Aperture Radar (SAR) imagery using VI sual, T extu A l, or fused prompts, and is proposed to de-couple multi-modal prompt fusion and prediction process.

Kang Wu, Lei Yu, Junwei Luo et al. · 1 citation
Jul 2026

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing

GeoLens is developed, a multi-tool visual reasoning MLLM for UHR RS, and a tool-attention-focused reinforcement learning algorithm that concentrates optimization on critical tool-use decisions, including when to invoke tools, which tool to select, where to apply it, and how to interpret tool outputs is proposed.

Feng-Xiang Wang, Jiangnan Huang, Ming-Shuo Chen et al. · 0 citations

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