Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models

arXiv:2404.08030v1 Announce Type: new
Abstract: Recent text-to-image generative models such as Stable Diffusion are extremely adept at mimicking and generating copyrighted content, raising concerns amongst artists that their unique styles may be improperly copied. Understanding how generative models copy "artistic style" is more complex than duplicating a single image, as style is comprised by a set of elements (or signature) that frequently co-occurs across a body of work, where each individual work may vary significantly. In our paper, we first …

abstract adept artists arxiv concerns copy copyright cs.ai cs.cv diffusion generative generative models image stable diffusion style text text-to-image type understanding