The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs

Yong Guo, Jian Chen, Qing Du +3

Depth is one of the key factors behind the success of convolutional neural networks (CNNs). Since ResNet, we are able to train very deep CNNs as the gradient vanishing issue has be…