Improving Translation Invariance in Convolutional Neural Networks with Peripheral Prediction Padding

Kensuke Mukai, Takao Yamanaka

Zero padding is often used in convolutional neural networks to prevent the feature map size from decreasing with each layer. However, recent studies have shown that zero padding pr…