Xianxian Zheng

Improving Knowledge Distillation via Category Structure

Most previous knowledge distillation frameworks train the student to mimic the teacher's output of each sample or transfer cross-sample relations from the teacher to the student. Nevertheless, they neglect the structured relations at a category level. In this paper, a novel Category Structure is pro…