CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion

Diffusion Models (DMs) have evolved into advanced image generation tools, especially for few-shot generation where a pretrained model is fine-tuned on a small set of images to capture a specific style or object. Despite their success, concerns exist about potential copyright violations stemming from...

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Veröffentlicht in:	arXiv.org 2024-03
Hauptverfasser:	Wu, Xiaoyu, Yang, Hua, Liang, Chumeng, Zhang, Jiaru, Wang, Hao, Song, Tao, Guan, Haibing
Format:	Artikel
Sprache:	eng
Schlagworte:	Copyright Digital imaging Image processing
Online-Zugang:	Volltext
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