Capsule-Networks-Material
material about capsule networks
The First paper
[Dynamic Routing Between Capsules] [Paper]
Code
[Code][Tensorflow](Author: Huadong Liao)
[Code][Keras](Author: XifengGuo)
[Code][Pytorch](Author: dragen1860)
Paper
[Dynamic Routing Between Capsules] [Paper]
[MATRIX CAPSULES WITH EM ROUTING] [Paper]
[Capsule Network Performance on Complex Data] [Paper]
[Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture] [Paper]
[Non-Parametric Transformation Networks] [Paper]
[Deep Reinforcement Learning using Capsules in Advanced Game Environments] [Paper]
[CapsuleGAN: Generative Adversarial Capsule Network] [Paper]
[Comparing Generative Adversarial Network Techniques for Image Creation and Modification] [Paper]
[Investigating Capsule Networks with Dynamic Routing for Text Classification] [Paper]
[Capsules for Object Segmentation] [Paper]
[A Capsule Network-based Embedding Model for Search Personalization] [Paper]
[Sparse Unsupervised Capsules Generalize Better] [Paper]
Blogs
| Author | Address |
|---|---|
| Nick Bourdakos | Capsule Networks Are Shaking up AI — Here’s How to Use Them |
| Christoph Malsburg | Capsules and dynamic routing |
| Max Pechyonkin | Understanding Hinton’s Capsule Networks. |
| jhui | Understanding Matrix capsules with EM Routing. |
| jhui | Understanding Dynamic Routing between Capsules. |
| Adrian Colyer | Matrix capsules with EM routing. |