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Jiadong Zhang

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Open access Jul 2026

Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions

A novel hierarchical caption encoding mechanism that efficiently injects decoupled hierarchical caption segments into the U-Net's cross-attention layers enables the model to exert hierarchical and decoupled attentional control over the global scene, spatial layout, and geographical element details during the denoising...

Jia-Xin Ren, Wan-Zeng Liu, Feng Zhang et al. · 0 citations

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