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Jul, 2022
DecoupleNet: 基于解耦的网络用于领域自适应语义分割
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation
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Xin Lai, Zhuotao Tian, Xiaogang Xu, Yingcong Chen, Shu Liu...
TL;DR
本文提出了DecoupleNet算法,通过Self-Discrimination技术和Online Enhanced Self-Training方法解决已有无监督域适应方法中存在的问题,这一算法在语义分割方面优于目前现有的方法。
Abstract
unsupervised domain adaptation
in
semantic segmentation
has been raised to alleviate the reliance on expensive pixel-wise annotations. It leverages a labeled source domain dataset as well as unlabeled target doma
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