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Alteration-free and Model-agnostic Origin Attribution of Generated Images. (arXiv:2305.18439v1 [cs.CV])
cs.CR updates on arXiv.org arxiv.org
Recently, there has been a growing attention in image generation models.
However, concerns have emerged regarding potential misuse and intellectual
property (IP) infringement associated with these models. Therefore, it is
necessary to analyze the origin of images by inferring if a specific image was
generated by a particular model, i.e., origin attribution. Existing methods are
limited in their applicability to specific types of generative models and
require additional steps during training or generation. This restricts their
use with pre-trained models …
attention attribution free generated image generation images intellectual property origin