Xifeng Guo

Elite
@XifengGuo

My interests include Clustering, Deep Learning, Representation Learning and Transfer Learning.

xifengguo.github.io

CapsNet-Keras. A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

2.5k

DEC-keras. Keras implementation for Deep Embedding Clustering (DEC)

501

DCEC. Python

196

IDEC. Python

172

CapsNet-Pytorch. Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`

159

CapsNet-Fashion-MNIST. Capsule Network on Fashion MNIST dataset

97

DSC-Net. A Pytorch implementation of DSC-Net (Deep subspace clustering networks, NIPS17)

67

DEC-DA. Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).

59

ASPC-DA. Python

24

IDEC-toy. Python

10

CapsNet-Tensorflow. A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

4

handson-ml. A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

2

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

1

deepcluster. Deep Clustering for Unsupervised Learning of Visual Features

1

AnomalyDetectionTransformations. A simple and effective method for single-class classification of images

1

PICA. Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation

1
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