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Author

Mahdi M. Kalayeh

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Preprint Aug 2026

Spatially-Grounded Flow Matching: Structured Source Distributions for Image Generation

StructFlow is proposed which encodes spatial locality directly into the source by having the pixels within a small region share a common noise component, enabling properties that generic flow matching struggles to provide: fine-grained local editing that naturally respects boundaries, robust structure preservation, and...

Arman Zarei, Mahdi M. Kalayeh · 0 citations

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