capsule-neural-networks 开源项目推荐（19 个）

benedekrozemberczki /CapsGNN

“胶囊图神经网络”（ICLR 2019）的PyTorch实现。

daiquocnguyen /CapsE

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

czhang99 /Capsule-NLU

通过胶囊神经网络进行联合槽填充和意图检测（ACL'19） https://arxiv.org/abs/1812.09471

Riroaki /CapsNet

A pytorch implementation of Capsule Network.

Rishit-dagli /GLOM-TensorFlow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

daiquocnguyen /Caps2NE

A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)

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.

jfaubertin /CapsNet-DeepLearning4J

DeepLearning4J implementation of CapsNet based on "Dynamic Routing Between Capsules"

Riretta /Verification

Verification with RESNETCAPS with At&t, LFW, Chim_Zoo. Experiments with triplet_loss, HAP2S_loss, Cluster_loss

rajatha94 /capnet-GAN

Implementation of Capsule Network architecture in GANs using MNIST dataset

prince-makwana /Diabetic-Retinopathy

Diabetic Retinopathy Detection is an ATPOS Kaggle competition.

ged1182 /HousesAndBoats

A Toy Dataset To Explore Capsule Networks

zhongbin1 /Capsule_based_Network

Tensorflow implementation for some capsule based neural networks.

george-gca /bracis_2023_srcaps

Presentation for paper "Single Image Super-Resolution Based on Capsule Neural Networks"

chandan047 /siamese-capsulenet-tracker

A similarity learning implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).

wllqwzx /CapsNet

An implementation of Capsule Neural Networks based on paper "Dynamic Routing Between Capsules" in Tensorflow.

MD-Ryhan /Text-Classification-with-Capsule-Network--Word2vec-glove

该项目在 GitHub 上没有填写描述

egesabanci /capsule-networks

CapsNets implementation according to the paper: Dynamic Routing Between Capsules - Sara Sabour, Nicholas Frosst, Geoffrey E Hinton

rbostandoust /CapNet-Accelerator

Hardware accelerator for Capsule Neural Networks