Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems

As the complexity of Deep Neural Network (DNN) models increases, their deployment on mobile devices becomes increasingly challenging, especially in complex vision tasks such as image classification. Many of recent contributions aim either to produce compact models matching the limited computing capa...

詳細記述

書誌詳細

出版年:	IEEE Access
主要な著者:	Yoshitomo Matsubara, Davide Callegaro, Sabur Baidya, Marco Levorato, Sameer Singh
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2020-01-01
主題:	Deep neural networks edge computing head network distillation knowledge distillation
オンライン･アクセス:	https://ieeexplore.ieee.org/document/9265295/