awesome-capsule-networks
github.com/sekwiatkowski/awesome-capsule-networks ↗A curated list of awesome resources related to capsule networks
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me preprints resources from awesome-capsule-networks"
Installation instructions →What's inside
Papers
- Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecturePreprints
Qiao, K., Zhang, C., Wang, L., Yan, B., Chen, J., Zeng, L. and Tong, L. (2018)
- An Optimization View on Dynamic Routing Between CapsulesUnder review
Wang, D., Liu, E. (2018)
- A parallel computation that assigns canonical object-based frames of reference.Papers by Hinton et al.
Hinton, G.E. (1981)
- Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule NetworkPreprints
Mobiny, A., Lu H., Nguyen, H.V., Roysam, B. and Varadarajan, N. (2019)
- Brain Tumor Type Classification via Capsule NetworksPreprints
Afshar, Parnian., Mohammadi, A., and Plataniotis, K. N. (2018)
- CapsuleGAN: Generative Adversarial Capsule NetworkPreprints
Jaiswal, A., AbdAlmageed, W. and Natarajan, P. (2018)
Blogs
- A Visual Representation of Capsule Connections in Dynamic Routing Between Capsules
Mike Ross's diagram
- Capsule Networks: A Glossary
Sebastian Kwiatkowski's glossary
- Capsule Networks Are Shaking up AI — Here’s How to Use Them
Nick Bourdakos's introduction
- Capsule Networks Explained
Kendrick Tan's explanation
- Cuda, TensorFlow and Capsule Networks
Jos van de Wolfshaar's post on custom TensorFlow Ops with CUDA support for the prediction operation
- Matrix capsules with EM routing
Adrian Colyer's post on EM routing
Dynamic routing implementations
- bourdakos1/capsule-networksTensorFlow
- danielhavir/capsule-networkPyTorch
- dfalbel/capsnetR
- gram-ai/capsule-networksPyTorch
- gusgad/capsule-GANKeras
- higgsfield/Capsule-Network-TutorialPyTorch
Other resources
- CapsNet-Tensorflow
CapsNet-Tensorflow's gitter.im group
- Capsule Networks discussion
A Facebook discussion group
- Capsule Networks HW
Homework assignwork in a Python Notebook format
- loretoparisi/CapsNet
Loreto Parisi's list of capsule network resources
- Will capsule networks replace neural networks?
A question discussed on Quora
Videos
- Capsule Networks (CapsNets) – Tutorial
"This is an amazingly good video. I wish I could explain capsules that well." (Geoffrey Hinton)
- Capsule networks: overview
Overview of Hinton's capsule networks, including vector and matrix capsules.
- Geoffrey Hinton's talk: What is wrong with convolutional neural nets?
Talk given at MIT. Brain & Cognitive Sciences - Fall Colloquium Series.
- Overview of awesome videos
Showing a sample of 64 resources. View the full list on GitHub →