3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks

Rongtian Ye, Fangyu Liu, Liqiang Zhang

Standard 3D convolution operations require much larger amounts of memory and computation cost than 2D convolution operations. The fact has hindered the development of deep neural n…