XifengGuo

CapsNet-Keras

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

DEC-keras

Keras implementation for Deep Embedding Clustering (DEC)

DCEC

CapsNet-Pytorch

Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`

IDEC

CapsNet-Fashion-MNIST

Capsule Network on Fashion MNIST dataset

DSC-Net

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

DEC-DA

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

ASPC-DA

IDEC-toy

CapsNet-Tensorflow

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

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.

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

PICA

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

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

AnomalyDetectionTransformations

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

compare_gan

Compare GAN code.

data-and-models

Some data or models files

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

FeatureLearningRotNet

FINCH-Clustering

Source Code for FINCH Clustering Algorithm

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

InfoGAN-PyTorch

PyTorch Implementation of InfoGAN

JULE-Torch

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

Python

All Algorithms implemented in Python

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

SoftKMeans

Implementation of Deep Soft-K means

Walking-to-SP

The walking algorithm for fingerprint singular points detection introduced in "Zhu E, Guo X, Yin J. Walking to singular points of fingerprints[J]. Pattern Recognition, 2016, 56:116-128."

xifengguo.github.io