Henry FJ Tregidgo

Tackling Structural Hallucination in Image Translation with Local Diffusion

"Recent developments in diffusion models have advanced conditioned image generation, yet they struggle with reconstructing out-of-distribution (OOD) images, such as unseen tumors in medical images, causing “image hallucination” and risking misdiagnosis. We hypothesize such hallucinations result from…