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awesome-CapsNet
A curated list of awesome Capsule Network papers
https://github.com/Ka0Ri/awesome-CapsNet
Last synced: 3 days ago
JSON representation
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Papers
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- 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
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- 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
- 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
- A capsule network-based embedding model for knowledge graph completion and search personalization
- HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network
- 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
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- An Optimization View on Dynamic Routing Between Capsules
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
- Path capsule networks
- Fast dynamic routing based on weighted kernel density estimation
- Efficient-CapsNet: capsule network with self-attention routing
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Tutorials
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule neural network
- 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.
- 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
- How to implement CapsNets using TensorFlow
- Capsule network explained
- Geoffrey Hinton Capsule theory
- Capsule Networks for Computer Vision
- Does the Brain do Inverse Graphics?
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Understanding Hinton’s Capsule Networks series
- Capsule Networks Are Shaking up AI — Here’s How to Use Them
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks (CapsNets) – Tutorial
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Geoffrey Hinton – Capsule Networks
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
- Capsule Networks: The New Deep Learning Network
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Implementations
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Tensorflow
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PyTorch
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-
Survey & News
- 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 for image classification: A review
- Capsule networks: The next generation of deep learning architecture
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Brief comparision
- Em routing - based routing mixture coefficients |
- Dynamic routing
Programming Languages
Sub Categories
Keywords
capsule-network
8
capsnet
5
tensorflow
4
capsule
3
capsule-networks
3
dynamic-routing
2
pytorch
2
keras
2
capsules-net
2
deep-learning
2
generative-adversarial-network
1
gan
1
capsnet-keras
1
neural-network
1
convolutional-neural-networks
1
fgsm
1
adversarial-example
1
routing-algorithm
1
python
1
capsnet-tensorflow
1
capsule-net
1
capsules
1
capsules-em
1
hinton
1
matrix-capsules
1
machine-learning
1
mnist
1
clean-code
1
easy-to-use
1
pytorch-tutorials
1
awesome-list
1
computer-vision
1
neural-networks
1
nerf
1