BriefGPT.xyz
May, 2021
基于语义分布感知的语义分割对比自适应
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation
HTML
PDF
Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng...
TL;DR
该研究提出了一种基于语义分布的对比适应算法,可以在语义分布的指导下实现像素级表示对齐,从而能够更好地解决跨域问题。经验证明,SDCA在多个基准测试中都可以显着提高现有算法的分割准确性。
Abstract
domain adaptive
semantic segmentation
refers to making predictions on a certain target domain with only annotations of a specific source domain. Current state-of-the-art works suggest that performing
→