CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules"
- Documentation
- Discussions Groups
- Official Implementations
- Proof of Work
- Implementations by Framework
- Implementations By Dataset
- Implementations By Task
- Translations
- Other Resources
- Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, 26 Oct 2017
- MATRIX CAPSULES WITH EM ROUTING, Anonymous authors, ICLR 2018
- Does the Brain do Inverse Graphics?, Geoffrey Hinton, Alex Krizhevsky, Navdeep Jaitly, Tijmen Tieleman & Yichuan Tang, Department of Computer Science, University of Toronto, GSS 2012.
- CapsuleGAN: Generative Adversarial Capsule Network Ayush Jaiswal, Wael AbdAlmageed, Premkumar Natarajan, USC Information Sciences Institute, Feb 2018 🆕
- Brain Tumor Type Classification via Capsule Networks Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis
- Improved Explainability of Capsule Networks: Relevance Path by Agreement Atefeh Shahroudnejad, Arash Mohammadi, Konstantinos N. Plataniotis
- Investigating Capsule Networks with Dynamic Routing for Text Classification Wei Zhao, Jianbo Ye, Min Yang, Zeyang Lei, Suofei Zhang, Zhou Zhao
- Capsules for Object Segmentation Rodney LaLonde, Ulas Bagci
- Investigating Capsule Networks with Dynamic Routing for Text Classification Wei Zhao, Jianbo Ye3, Min Yang1, Zeyang Lei4 , Soufei Zhang5 , Zhou Zhao6 🆕
- Understanding Hinton’s Capsule Networks. Part I: Intuition.
- Understanding Hinton’s Capsule Networks. Part II: How Capsules Work.
- Understanding Hinton’s Capsule Networks. Part III: Dynamic Routing Between Capsules.
- Understanding Hinton’s Capsule Networks. Part IV: CapsNet Architecture 🆕
- What is a CapsNet or Capsule Network?
- Understanding Dynamic Routing between Capsules (Capsule Networks)
- Matrix capsules with EM routing
- Capsule Networks Explained
- Capsule Networks Are Shaking up AI — Here’s How to Use Them
- Understanding Capsule Networks — AI’s Alluring New Architecture
- CapsNet-Tensorflow
- Capsule Networks discussion - Facebook
- Could GANs work with Hinton's capsule theory? 🆕
The implementations has been considered to be official since the authors were directly involved in the papers as co-authors or they had some references.
- mavanb/capsule_network_pytorch
- leftthomas/CapsNet
- dragen1860/CapsNet-Pytorch
- gram-ai/capsule-networks
- andreaazzini/capsnet.pytorch
- CapsNet-PyTorch
- Ujjwal-9/CapsNet
- cedrickchee/capsule-net-pytorch
- laubonghaudoi/CapsNet_guide_PyTorch
- tonysy/CapsuleNet-PyTorch
- AlexHex7/CapsNet_pytorch
- leftthomas/CCN
- acburigo/CapsNet
- leoniloris/CapsNet
- ruslangrimov/capsnet-with-capsulewise-convolution
- aliasvishnu/Capsule-Networks-Notebook-MNIST
- adambielski/CapsNet-pytorch
- rrqq/CapsNet-tensorflow-jupyter
- naturomics/CapsNet-Tensorflow
- InnerPeace-Wu/CapsNet-tensorflow
- laodar/tf_CapsNet
- nnUyi/CapsNet
- tjiang31/CapsNet
- rrqq/CapsNet-tensorflow-jupyter
- winwinJJiang/capsNet-Tensorflow
- etendue/CapsNet_TF
- thibo73800/capsnet_traffic_sign_classifier
- bourdakos1/capsule-networks
- jostosh/capsnet
- alisure-ml/CapsNet
- bourdakos1/CapsNet-Visualization
- andyweizhao/capsule_text_classification 🆕
- XifengGuo/CapsNet-Keras
- XifengGuo/CapsNet-Fashion-MNIST
- sunxirui310/CapsNet-Keras
- theblackcat102/dynamic-routing-capsule-cifar
- streamride/CapsNet-keras-imdb
- fengwang/minimal-capsule
- leftthomas/CapsNet
- dragen1860/CapsNet-Pytorch
- gram-ai/capsule-networks
- andreaazzini/capsnet.pytorch
- CapsNet-PyTorch
- Ujjwal-9/CapsNet
- cedrickchee/capsule-net-pytorch
- laubonghaudoi/CapsNet_guide_PyTorch
- tonysy/CapsuleNet-PyTorch
- leftthomas/FCCapsNet
- naturomics/CapsNet-Tensorflow
- InnerPeace-Wu/CapsNet-tensorflow
- laodar/tf_CapsNet
- nnUyi/CapsNet
- tjiang31/CapsNet
- rrqq/CapsNet-tensorflow-jupyter
- winwinJJiang/capsNet-Tensorflow
- etendue/CapsNet_TF
- Southworkscom/CapsNet-CNTK