@article{knowledgetosightreasoningovervisualattri, title = {Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding}, author = {Jun Li and Che Liu and Wenjia Bai and Mingxuan Liu and Rossella Arcucci and Cosmin I. Bercea and Julia A. Schnabel}, year = {2025}, eprint = {2508.04572}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04572}, }