3 papers
cs.CV2026
Hierarchical Pre-Training of Vision Encoders with Large Language Model
Eugene Lee, Ting-Yu Chang, Jui-Huang Tsai +2
The field of computer vision has experienced significant advancements through scalable vision encoders and multimodal pre-training frameworks. However, existing approaches often tr…
cs.LG2026
Learning to Select Visual In-Context Demonstrations
Eugene Lee, Yu-Chi Lin, Jiajie Diao
Multimodal Large Language Models (MLLMs) adapt to visual tasks via in-context learning (ICL), which relies heavily on demonstration quality. The dominant demonstration selection st…
physics.bio-ph2018
Probing single protein dynamics on liposome surfaces
Dong-Fei Ma, Chun-Hua Xu, Wen-Qing Hou +6
It is crucial to measure position and conformational changes of a membrane-interacting protein relative to the membrane surface. This is however challenging because the thickness o…