TL;DR本研究旨在降低卷积神经网络的资源成本,提出了一种名为 active shift layer 的新型移位操作,实现了最优位移值,通过这种操作,提出了一种轻型快速网络,超越了现有的最先进的网络。
Abstract
convolutional neural networks have achieved great success in various vision
tasks; however, they incur heavy resource costs. By using deeper and wider
networks, network accuracy can be improved rapidly. However,