Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Ident

其他 2021-11-20 12:29:24 阅读次数: 0

论文

《Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification》

主要贡献

离线优化伪标签
在线优化伪标签
memory bank

离线优化

在这里插入图片描述
图中x是属于B类的，但是x和A3的相似度最高，因此错误的分到了A类，作者剔提出层次聚类，计算x和A以及B的平均距离，x对于A的平均距离为0.5，对于B的平均距离为0.6，因此将x归于B类。

在线优化

这个就是用了CE加Tri损失优化模型，没啥好讲的

实时更新的memory bank

这个到处都是，没啥新的

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转载自blog.csdn.net/qq_37668436/article/details/120451811

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