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Knowledge Sharing Based Knowledge Transfer Method for Improving Quality of Knowledge and Apparatus Therefor

机译:基于知识共享的知识转移方法,用于提高知识及其设备的质量

摘要

A knowledge sharing based knowledge transfer method for increasing the quality of knowledge and an apparatus therefor are disclosed. According to an embodiment of the present invention, the knowledge transfer method includes: a step of defining a knowledge flow between layers of a first deep neural network already learned; a step of updating the defined knowledge flow; and a step of allowing the second deep neural network to be learned using the updated knowledge flow. The updating step reflects the learning result of the second deep neural network using the defined knowledge flow and updates the knowledge flow of the first deep neural network.
机译:公开了一种用于增加知识质量的基于知识共享的知识转移方法及其设备。根据本发明的实施例,知识转移方法包括:定义已经学习的第一深度神经网络的层之间的知识流的步骤;以及更新定义的知识流的步骤;以及使用更新的知识流来学习第二深度神经网络的步骤。更新步骤使用定义的知识流来反映第二深度神经网络的学习结果,并更新第一深度神经网络的知识流。

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