22 citations · 29 across the 10 of their papers we have counts for
3 papers · 1 filter
MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models
Ming-Chang Chiu, Shicheng Wen, Pin-Yu Chen +1
In vision-language models (VLMs), the ability to perceive and interpret color and physical environment is crucial for achieving contextually accurate understanding and interaction.…
Behavioral Bias of Vision-Language Models: A Behavioral Finance View
Yuhang Xiao, Yudi Lin, Ming-Chang Chiu
Large Vision-Language Models (LVLMs) evolve rapidly as Large Language Models (LLMs) was equipped with vision modules to create more human-like models. However, we should carefully…
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection
Ming-Chang Chiu, Yingfei Wang, Yen-Ju Kuo +1
Skin tone as a demographic bias and inconsistent human labeling poses challenges in dermatology AI. We take another angle to investigate color contrast's impact, beyond skin tones,…