cxiang26/ms-capsnet

MS-CapsNet

A multi-scale capsule network

requirements

• mxnet 1.1.0
• pthon 3.6.0

Table of context

1. mutliscaleCapsule.py
2. msCapsuleLayer.py
3. CapsuleLayer.py
4. embedding.py

Results

Methods	FashionMNIST(score)	CIFAR10(score)
CapsNet	0.911	0.732
MS-CapsNet	0.922	0.751
MS-CapsNet+Drop	0.927	0.752

Citation

@ARTICLE{mscaps,
  author={C. {Xiang} and L. {Zhang} and Y. {Tang} and W. {Zou} and C. {Xu}},
  journal={IEEE Signal Processing Letters}, 
  title={MS-CapsNet: A Novel Multi-Scale Capsule Network}, 
  year={2018},
  volume={25},
  number={12},
  pages={1850-1854},
  doi={10.1109/LSP.2018.2873892}}