DSI2I: Dense Style for Unpaired Image-to-Image Translation

arXiv:2212.13253v3 Announce Type: replace
Abstract: Unpaired exemplar-based image-to-image (UEI2I) translation aims to translate a source image to a target image domain with the style of a target image exemplar, without ground-truth input-translation pairs. Existing UEI2I methods represent style using one vector per image or rely on semantic supervision to define one style vector per object. Here, in contrast, we propose to represent style as a dense feature map, allowing for a finer-grained transfer to the source image without requiring any …

arxiv cs.cv image image-to-image image-to-image translation style translation type