Artifact feature purification for cross-domain detection of AI-generated images

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Zheling Meng, Bo Peng, Jing Dong, Tieniu Tan, Haonan Cheng

Published: 01 Jan 2024, Last Modified: 11 Apr 2025Comput. Vis. Image Underst. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Performance drops across generators and scenes in detecting AI-generated images.•Artifact Purification Network with explicit purification and implicit purification.•At least 1.7% improvement across both domains on two open datasets.