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Sep, 2022
未来学习:一种新颖的自训练语义分割框架
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation
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Ye Du, Yujun Shen, Haochen Wang, Jingjing Fei, Wei Li...
TL;DR
提出了一种新的自我训练策略,允许模型从未来中学习,可以提高合成标签的质量,从而提高半监督学习任务的性能表现。
Abstract
self-training
has shown great potential in
semi-supervised learning
. Its core idea is to use the model learned on labeled data to generate
pseudo
→