Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks

Yihui He, Jianing Qian, Jianren Wang +5

Very deep convolutional neural networks (CNNs) have been firmly established as the primary methods for many computer vision tasks. However, most state-of-the-art CNNs are large, wh…