Knowledge Distillation 知识蒸馏 之 Hint layer & self-knowledge distillation

Hint layer

Hint layer是《FitNets: Hints for Thin Deep Nets》提出的一个概念

Hint定义是:teacher的隐含层输出,用来引导student的学习过程。类似的又从student中选择一个隐含层叫做guided layer,我们希望guided layer能预测出与hint layer相近的输出。

self-knowledge distillation

t-1时刻的student model作为t时刻student的teacher

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转载自blog.csdn.net/hxxjxw/article/details/115296872
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