PPM-CLIP: Probabilistic Prompt Modeling for Generalizable AI-Generated Image Detection
PPM-CLIP is proposed, a new framework that shifts from static classification to conditional generative modeling based on the CLIP vision-language model, and a Probabilistic Prompt Modeling module is used as a generator that produces an adaptive distribution of prompts according to the input image.
Xinyu Wang, Yingxin Lai, Zhiming Luo et al.
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