Capsule Network Based on Self-Attention Mechanism

Capsule network (CapsNet) is well-known as an evolution of classical convolution neural network (CNN), which is good at recognizing the postures, orientations, and textures, thus achieving promising results in areas such as image classification. However, the high computational complexity hinders them from building larger models. Fortunately, reducing the complexity of the routing of CapsNet throug...