BriefGPT.xyz
Jul, 2023
利用连续提示进行医学影像-文本-标签联合对比学习
Unified Medical Image-Text-Label Contrastive Learning With Continuous Prompt
HTML
PDF
Yuhao Wang
TL;DR
本文提出了一种基于连续提示的统一图像-文本-标签对比学习框架,从数据统一性,多样性和假阴性样本等方面解决了医学图像对比学习中的的挑战,并在多个下游任务中展现出了出色的表现。
Abstract
Contrastive language-image Pre-training (
clip
) [13] can leverage large datasets of unlabeled Image-Text pairs, which have demonstrated impressive performance in various
downstream tasks
. Given that annotating
→