capsule-neural-networks

There are 2 repositories under capsule-neural-networks topic.

CapsGNN
benedekrozemberczki / CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
capsgnn capsule-network capsule-neural-networks convolution pytorch research tensorflow machine-learning deep-learning gnn deepwalk node2vec graph-attention-networks graph-attention-model graph-classification sklearn struc2vec graph-convolution graph-neural-network
Language:Python 1233
daiquocnguyen / CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
knowledge-graph-completion knowledge-graph-embeddings link-prediction knowledge-base-completion knowledge-base-embeddings search-personalization capsule-network capsule-neural-networks knowledge-graph knowledge-base
Language:Python 142
czhang99 / Capsule-NLU
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
acl2019 capsule-neural-networks deep-learning intent-detection natural-language-understanding slot-filling tensorflow
Language:Python 137
Riroaki / CapsNet
A pytorch implementation of Capsule Network.
pytorch capsule-network capsule capsule-neural-networks
Language:Python 86
Rishit-dagli / GLOM-TensorFlow
An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
machine-learning tensorflow tensorflow2 deep-learning glom neural-network geoffrey-hinton keras keras-tensorflow representation-learning convolutional-neural-networks embedding capsule-neural-networks
Language:Python 36
daiquocnguyen / Caps2NE
A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
node-embedding graph-embedding node-classification capsule-network capsule-neural-networks unsupervised-graph-embedding unsupervised-node-embedding network-embedding graph-neural-network
Language:Python 24
gchochla / capsules-utils
Fully vectorized and interpretable Pytorch implementation of capsule layers (and CapsNet) as described in the NIPS 2017 paper 'Dynamic Routing Between Capsules' by S. Sabour, N. Frosst and G.E. Hinton.
pytorch python3 capsule-neural-networks machine-learning deep-learning gpu-acceleration
Language:Python 5
jfaubertin / CapsNet-DeepLearning4J
DeepLearning4J implementation of CapsNet based on "Dynamic Routing Between Capsules"
java deeplearning4j capsule-network capsule-neural-networks machine-learning deep-learning
Language:Java 3
Riretta / Verification
Verification with RESNETCAPS with At&t, LFW, Chim_Zoo. Experiments with triplet_loss, HAP2S_loss, Cluster_loss
machine-learning image-verification image-recognition deep-neural-networks capsule-neural-networks
Language:Jupyter Notebook 3
ged1182 / HousesAndBoats
A Toy Dataset To Explore Capsule Networks
capsule-neural-networks deep-learning machine-learning toy-data
Language:Jupyter Notebook 2
prince-makwana / Diabetic-Retinopathy
Diabetic Retinopathy Detection is an ATPOS Kaggle competition.
capsule-neural-networks cnn diabetic-retinopathy-detection kaggle-competition
Language:Python 2
rajatha94 / capnet-GAN
Implementation of Capsule Network architecture in GANs using MNIST dataset
capsule-network capsule-neural-networks capsule-networks discriminator generator dcgan-tensorflow mnist-image-dataset gans gan generative-adversarial-networks dcgans
Language:Jupyter Notebook 2
chandan047 / siamese-capsulenet-tracker
A similarity learning implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
siamese-tracker capsule-neural-networks siamese-neural-network
Language:Python 1
zhongbin1 / Capsule_based_Network
Tensorflow implementation for some capsule based neural networks.
tensorflow capsule-neural-networks dynamic-routing text-classification
Language:Python 1
egesabanci / capsule-networks
:pill: CapsNets implementation according to the paper: Dynamic Routing Between Capsules - Sara Sabour, Nicholas Frosst, Geoffrey E Hinton
deep-learning deep-neural-networks capsule-networks capsule-neural-networks
Language:Python 0
MD-Ryhan / Text-Classification-with-Capsule-Network--Word2vec-glove
capsule-network capsule-neural-networks glove gru lstm nlp python text-classification word2vec
Language:Jupyter Notebook 0
george-gca / bracis_2023_srcaps
Presentation for paper "Single Image Super-Resolution Based on Capsule Neural Networks"
capsules paper presentation slidev super-resolution bracis2023 capsule-network capsule-neural-networks
Language:Vue
rbostandoust / CapNet-Accelerator
Hardware accelerator for Capsule Neural Networks
capsule-neural-networks hardware-accelerator hardware-synthesis
Language:Python
wllqwzx / CapsNet
An implementation of Capsule Neural Networks based on paper "Dynamic Routing Between Capsules" in Tensorflow.
deep-learning capsule-neural-networks capsnet tensorflow paper capsule