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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ke-Ming Chen

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2026

Native Sparse Attention for Optical Remote Sensing Spectral Images

Optical remote sensing (RS) spectral images contain rich cross-band response patterns. Recent RS foundation models (RSFMs) improve compatibility with variable-band inputs through unified or channelwise tokenization, but such input-interface compatibility does not ensure generalization to unseen sensors. Moreover, exist...

Xu-Yang Li, Chen-Yu Li, Lei Wang et al. · 0 citations

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