Filter Grafting for Deep Neural Networks: Reason, Method, and Cultivation

Hao Cheng, Fanxu Meng, Ke Li +4

Filter is the key component in modern convolutional neural networks (CNNs). However, since CNNs are usually over-parameterized, a pre-trained network always contain some invalid (u…