OmniStyle2: Learning to Stylize by Learning to Destylize
arXiv:2509.05970v3 Announce Type: replace
Abstract: This paper introduces a scalable paradigm for supervised style transfer by inverting the problem: instead of learning to stylize directly, we learn to destylize, reducing stylistic elements from arti…