On Hallucinations in Inverse Problems: Fundamental Limits and Provable Assessment Methods
arXiv:2605.13146v1 Announce Type: new
Abstract: Artificial intelligence (AI) has transformed imaging inverse problems, from medical diagnostics to Earth observation. Yet deep neural networks can produce hallucinations, realistic-looking but incorrect …