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Jian Liang

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Review Sep 2026

The Earth in One Gaze: Training-Free Active Focus for UHR Remote Sensing Understanding

Multimodal large language models (MLLMs) must balance local detail against scene context when interpreting ultra-high-resolution (UHR) remote sensing (RS) imagery within a limited visual-input budget. Existing selection-based methods either prune tokens and select patches through relevance scoring, or crop actively thr...

Yao Zhang, Peng-Yu Dai, Wei Guo et al. · 0 citations

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