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Katharina Roth

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Preprint Aug 2026

Image Generation Techniques for Urban Planning

This work developed Mask-based Weighted Conditional Flow Matching (MWCFM), which extends Flow Matching by introducing contextual masks for precise feature focusing, which enables targeted training on critical spatial elements relevant to urban planning.

Katharina Roth, Eva Hagen, Alexander Bartscher et al. · 0 citations

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