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Paper · arXiv

Open-Form Geometric Style Transfer

A geometric style learned from one family of shapes is typically applied to new shapes from the same family. We consider a more challenging setting: learning the geometric design language of a stylized Latin alphabet and applying it to new forms, from Greek glyphs to entirely different structures such as human poses. We introduce Open-Form Geometric Style Transfer, where the forms to which a learned geometric style can be applied are not restricted to the shape family in which that style was observed. This setting is deceptively challenging: the difficulty is not merely learning a style, but learning the style without learning the shape family in which it was observed. We represent target...

AuthorsAdar Elad, Gal Metzer, Omer Dahary et al.
Primary categorycs.CV
Published19 October 2026
Last updated at source20 October 2026
cs.CVcs.GR
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