3 papers
cs.CV2026
Towards Clinically Faithful Medical Image Captioning via Enhanced Vision-Language Alignment
Yunseo Lee, Hyun Jun Kim, Heeseung Shin +1
Medical image captioning is a technique that accelerates early-stage diagnostic workflows and enhances the interpretability of medical diagnostic AI systems. However, unlike genera…
cs.CV2026
Clinically Structured Surrogate Rewards for Post-SFT Medical Image Captioning
Hyun Jun Kim, Heeseung Shin, Changwon Lim
Medical image captioning requires translating heterogeneous visual evidence into concise clinical descriptions, where errors in findings, assertion states, or anatomical relations…
cs.CV2026
Continuity-Driven Representation Learning for Industrial Defect Detection
Minjong Kim, Hyun Jun Kim, Jeongrae Kim +2
Industrial defect detection differs from natural-image object detection because inspection images are captured under controlled conditions and contain large normal-dominant regions…