Network with Sub-networks: Layer-wise Detachable Neural Network

In this paper, we introduce a network with sub-networks: a neural network whose layers can be detached into sub-neural networks during the inference phase. To develop trainable parameters that can be inserted into both base-model and sub-models, first, the parameters of sub-models are duplicated in...

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Bibliographic Details
Main Authors: Ninnart Fuengfusin, Hakaru Tamukoh
Format: Article
Language:English
Published: Atlantis Press 2020-12-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
Online Access:https://www.atlantis-press.com/article/125949747/view