On Hallucinations in Inverse Problems: Fundamental Limits and Provable Assessment Methods

David Iagaru, Nina M. Gottschling, Anders C. Hansen +1

Artificial intelligence (AI) has transformed imaging inverse problems, from medical diagnostics to Earth observation. Yet deep neural networks can produce hallucinations, realistic…