Capsule Network

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  • Typical works: CapsNet [1], CapProNet [2] [code]

  • The robustness of Capsule network: [3]

Reference

[1] Sabour S, Frosst N, Hinton G E. Dynamic routing between capsules[C]//Advances in Neural Information Processing Systems. 2017: 3856-3866.

[2] Zhang L, Edraki M, Qi G J. CapProNet: Deep feature learning via orthogonal projections onto capsule subspaces[J]. arXiv preprint arXiv:1805.07621, 2018.

[3] Jindong Gu, Volker Tresp, Han Hu, “Capsule Network is Not More Robust than Convolutional Network”, CVPR 2021.