A general elevating framework for label noise filters

Qingqiang Chen, Gaoxia Jiang, Fuyuan Cao, Changqian Men, Wenjian Wang

Abstract: Highlights•The proposed noise filtering framework can alleviate the phenomenon of over-cleaning.•The performance of most existing noise filters can be improved with this framework.•The metric recommended in this paper can guide the research of the noise filter.