Yifan Bao

Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data

2021 · arXiv (Cornell University)

Knowledge distillation~(KD) aims to craft a compact student model that imitates the behavior of a pre-trained teacher in a target domain. Prior KD approaches, despite their gratifying results, have largely relied on the premise that …