A cascaded latent-diffusion framework with CLIP-based scale encoding and cascade references generates seamless multi-scale tile maps from remote sensing imagery, reporting state-of-the-art FID/PSNR on MLMG and CSCMG benchmarks.
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Bridging Scales in Map Generation: A scale-aware cascaded generative mapping framework for seamless and consistent multi-scale cartographic representation
A cascaded latent-diffusion framework with CLIP-based scale encoding and cascade references generates seamless multi-scale tile maps from remote sensing imagery, reporting state-of-the-art FID/PSNR on MLMG and CSCMG benchmarks.