Low-Rank Winograd Transformation for 3D Convolutional Neural Networks

Ziran Qin, Mingbao Lin, Weiyao Lin

This paper focuses on Winograd transformation in 3D convolutional neural networks (CNNs) that are more over-parameterized compared with the 2D version. The over-increasing Winograd…