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Jun, 2021
多目标域自适应与协作一致性学习
Multi-Target Domain Adaptation with Collaborative Consistency Learning
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Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi...
TL;DR
本文提出了一种协同学习的框架,在不需要额外的标注数据的情况下实现多目标领域自适应。通过专家模型训练和权重规范化来得到单模型适用于多目标领域的结果,并且在多个任务上表现出了不俗的效果。
Abstract
Recently
unsupervised domain adaptation
for the
semantic segmentation
task has become more and more popular due to high-cost of pixel-level annotation on real-world images. However, most domain adaptation methods
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