Abstract: ResNet can achieve deeper network and higher performance, but there is no good explanation for how identity shortcut connections solve the gradient fading problems. Moreover, it is not ...

Abstract: This paper proposes a fault diagnosis method based on an improved residual network (ResNet) for complex chemical processes. The method can automatically and efficiently extract fault ...

For Torch implementations, see here. After you have cloned the repository, you can train each dataset of either cifar10, cifar100 by running the script below. python ...

This repository contains the implementation of "LaSO: Label-Set Operations networks for multi-label few-shot learning" by Alfassy et al. It was posted on arxiv in Feb 2019 and will be presented in ...