Generalized Capsule Networks with Trainable Routing Procedure

Understand

CapsNet (Capsule Network) was first proposed by~\citet{capsule} and later another version of CapsNet was proposed by~\citet{emrouting}.

• CapsNet has been proved effective in modeling spatial features with much fewer parameters.
• However, the routing procedures in both papers are not well incorporated into the whole training process.
• The optimal number of routing procedure is misery which has to be found manually.