Dongmin Park

VLMs still struggle with subtle visual differences, exhibiting a significant gap compared to human-level comparative reasoning across diverse domains like medical and industrial imaging.

Forget hand-labeled data: a new agent-based system automatically generates artifact-annotated datasets, enabling VLMs and diffusion models to better understand and fix visual flaws.