Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation

ICCV 2019 Linfeng ZhangJiebo SongAnni GaoJingwei ChenChenglong BaoKaisheng Ma

Convolutional neural networks have been widely deployed in various application scenarios. In order to extend the applications' boundaries to some accuracy-crucial domains, researchers have been investigating approaches to boost accuracy through either deeper or wider network structures, which brings with them the exponential increment of the computational and storage cost, delaying the responding time... (read more)

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