Fast and Generalizable AI-Generated Image Detection via Model-Agnostic Feature Reconstruction
GFRE employs a lightweight autoencoder to model the reconstructability of image representations, producing a reconstruction signal that is inherently generator-agnostic and transferable across diverse generative processes, enabling efficient and scalable deployment.
Qinghui He, Haifeng Zhang, Bo-Liu et al.
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