Bayesian Optimization Based Efficient Layer Sharing for Incremental Learning

Incremental learning is a methodology that continuously uses the sequential input data to extend the existing network’s knowledge. The layer sharing algorithm is one of the representative methods which leverages general knowledge by sharing some initial layers of the existing network. To determine t...

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Bibliographic Details
Main Authors: Bomi Kim, Taehyeon Kim, Yoonsik Choe
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/5/2171