2 papers
cs.CV2026
Instruction-Free Tuning of Large Vision Language Models for Medical Instruction Following
Myeongkyun Kang, Soopil Kim, Xiaoxiao Li +1
Large vision language models (LVLMs) have demonstrated impressive performance across a wide range of tasks. These capabilities largely stem from visual instruction tuning, which fi…
cs.CV2025
Model Agnostic Preference Optimization for Medical Image Segmentation
Yunseong Nam, Jiwon Jang, Dongkyu Won +2
Preference optimization offers a scalable supervision paradigm based on relative preference signals, yet prior attempts in medical image segmentation remain model-specific and rely…