Understanding the Effective Receptive Field in Deep Convolutional Neural Networks

Wenjie Luo, Yujia Li, Raquel Urtasun, Richard Zemel

Neural Information Processing Systems 

We study characteristics of receptive fields of units in deep convolutional networks.