Abstract: In this study, a lightweight traffic classification method based on knowledge distillation (KDTC) is proposed. The method is based on the knowledge distillation technique and aims to solve ...

Abstract: We propose a semi-supervised ordinal classification method based on ranking consistency regularization, addressing limitations in capturing ordinal relationships and mitigating semantic ...