AIBullisharXiv – CS AI · 7h ago7/10
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Local Intrinsic Dimension Unveils Hallucinations in Diffusion Models
Researchers have identified local intrinsic dimension (LID) as the primary driver of hallucinations in diffusion models—the phenomenon where AI generates structurally impossible outputs like hands with extra fingers. They propose Intrinsic Quenching (IQ), a corrective mechanism that reduces these anomalies and shows particular promise for medical imaging applications.