Reducing the dilution: An analysis of the information sensitiveness of capsule network with a practical improvement method

Zonglin Yang, Xinggang Wang

Capsule network has shown various advantages over convolutional neural network (CNN). It keeps more precise spatial information than CNN and uses equivariance instead of invariance…