Layer‐wise hint‐based training for knowledge transfer in a teacher‐student framework

We devise a layer‐wise hint training method to improve the existing hint‐based knowledge distillation (KD) training approach, which is employed for knowledge transfer in a teacher‐student framework using a residual network (ResNet). To achieve this objective, the proposed method first iteratively tr...

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Bibliographic Details
Main Authors: Ji‐Hoon Bae, Junho Yim, Nae‐Soo Kim, Cheol‐Sig Pyo, Junmo Kim
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2019-01-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2018-0152