complexity-entropy

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fpakhurov / diffusion-hallucinations

Can complexity–entropy features detect diffusion-model errors? They separate real from synthetic images (AUROC up to 0.86), but not hallucinations from good generations (0/44 configs significant). HSE research.

python research image-forensics generative-models ordinal-patterns diffusion-models synthetic-image-detection hallucination-detection renyi-entropy complexity-entropy

Updated Oct 15, 2026
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