Dynamic Routing Between Capsules 复现

Post author: Enigmatisms
Post link: <a href="https://enigmatisms.github.io/2021/07/18/Dynamic-Routing-Between-Capsules-%E5%A4%8D%E7%8E%B0/" title="Dynamic Routing Between Capsules 复现">https://enigmatisms.github.io/2021/07/18/Dynamic-Routing-Between-Capsules-复现/
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Posted on 2021-07-18 Edited on 2021-07-19 In learning Views: Symbols count in article: 313 Reading time ≈ 1 mins.

Capsules Network

上一次看这篇论文：Dynamic Routing Between Capsules 的时候，Pytorch技术还很菜，不是特别熟练，被矩阵计算的维数问题搞傻了，写得很痛苦，loss没写完就放弃了。这次在重新读完论文之后，重新试着复现了一波，最后差点败在一个softmax的执行维度上（可以说很奇异了）。第一版caps net网络结构非常简单，对应的evaluation / experiments也很简单。实现见[Github🔗Enigmatisms/CapsNet]


根据digital capsule重建（MNIST 7 epochs）	根据digital capsule重建（MNIST 7 epochs）

等待填坑