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awesome-CapsNet
A curated list of awesome Capsule Network papers
https://github.com/Ka0Ri/awesome-CapsNet
- Learning with Capsules: A Comprehensive Survey
- Capsule Networks – A survey
- Capsule networks for image classification: A review
- What happened with Capsule Neural Networks?
- Google’s AI Wizard Unveils a New Twist on Neural Networks
- Capsule networks: The next generation of deep learning architecture
- Matrix capsules with EM routing
- Dynamic routing between capsules
- Transforming Auto-encoders
- Learning to Parse Images
- TRAFFIC: Recognizing objects using hierarchical reference frame transformations
- Stacked Capsule Autoencoders
- Detecting and diagnosing adversarial images with class-conditional capsule reconstructions
- Canonical capsules: Self-supervised capsules in canonical pose
- Unsupervised part representation by flow capsules
- Darccc: Detecting adversaries by reconstruction from class conditional capsules
- PT-CapsNet: A novel prediction-tuning capsule network suitable for deeper architectures
- MS-CapsNet: A Novel Multi-Scale Capsule Network
- DeepCaps: Going Deeper with Capsule Networks
- Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks
- Dense and diverse capsule networks: Making the capsules learn better
- Matrix capsules with EM routing
- Dynamic routing between capsules
- Capsule network with shortcut routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Self-routing capsule networks
- Capsules with Inverted Dot-Product Attention Routing
- Hitnet: a neural network with capsules embedded in a hit-or-miss layer, extended with hybrid data augmentation and ghost capsules
- Capsule Networks with Max-Min Normalization
- Generalized capsule networks with trainable routing procedure
- Neural network encapsulation
- Capsule routing via variational bayes
- CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces
- Group Equivariant Capsule Networks
- Star-caps: Capsule networks with straight-through attentive routing
- Efficient-CapsNet: capsule network with self-attention routing
- MS-CapsNet: A Novel Multi-Scale Capsule Network
- A capsule network-based embedding model for knowledge graph completion and search personalization
- HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network
- An Optimization View on Dynamic Routing Between Capsules
- Interpretable graph capsule networks for object recognition
- Sparse Unsupervised Capsules Generalize Better
- Improved explainability of capsule networks: Relevance path by agreement
- Introducing routing uncertainty in capsule networks
- Conditional variational capsule network for open set recognition
- Deep convolutional inverse graphics network
- Spectral Capsule Networks
- Capsule neural network
- Understanding Hinton’s Capsule Networks series
- Uncovering the Intuition behind Capsule Networks and Inverse Graphic
- A Visual Representation of Capsule Connections in Dynamic Routing Between Capsules
- What is a CapsNet or Capsule Network? - Debarko De, Hackernoon 2017.
- Capsule Networks Are Shaking up AI — Here’s How to Use Them
- Understanding Capsule Networks — AI’s Alluring New Architecture - Nick Bourdakos, Medium 2018.
- Capsule Networks Explained
- Understanding Dynamic Routing between Capsules (Capsule Networks)
- Matrix capsules with EM routing
- Capsule Networks: A Quick Primer
- Capsule Networks: The New Deep Learning Network
- Capsule Networks (CapsNets) – Tutorial
- How to implement CapsNets using TensorFlow
- Capsule network explained
- Geoffrey Hinton Capsule theory
- Geoffrey Hinton – Capsule Networks
- Capsule Networks for Computer Vision
- Does the Brain do Inverse Graphics?
- Em routing - based routing mixture coefficients |
- Dynamic routing
- naturomics/CapsNet-Tensorflow
- bourdakos1/capsule-networks
- JunYeopLee/capsule-networks
- jaesik817/adv_attack_capsnet
- thibo73800/capsnet-traffic-sign-classifier
- XifengGuo/CapsNet-Keras
- gusgad/capsule-GAN
- gyang274/capsulesEM
- www0wwwjs1/Matrix-Capsules-EM-Tensorflow
- gram-ai/capsule-networks
- higgsfield/Capsule-Network-Tutorial
- danielhavir/capsule-network
- Ka0Ri/Capsule-Network
- shzygmyx/Matrix-Capsules-pytorch
- Capsule Network
- Computer Vision
- NeRF
Programming Languages
Keywords
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8
capsnet
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tensorflow
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capsule-networks
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dynamic-routing
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awesome-list
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