XifengGuo
My interests include Clustering, Deep Learning, Representation Learning and Transfer Learning.
NUDT
Pinned Repositories
ASPC-DA
CapsNet-Fashion-MNIST
Capsule Network on Fashion MNIST dataset
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
CapsNet-Pytorch
Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`
DCEC
DEC-DA
Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).
DEC-keras
Keras implementation for Deep Embedding Clustering (DEC)
DSC-Net
A Pytorch implementation of DSC-Net (Deep subspace clustering networks, NIPS17)
IDEC
IDEC-toy
XifengGuo's Repositories
XifengGuo/CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
XifengGuo/DEC-keras
Keras implementation for Deep Embedding Clustering (DEC)
XifengGuo/DCEC
XifengGuo/IDEC
XifengGuo/CapsNet-Pytorch
Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`
XifengGuo/CapsNet-Fashion-MNIST
Capsule Network on Fashion MNIST dataset
XifengGuo/DSC-Net
A Pytorch implementation of DSC-Net (Deep subspace clustering networks, NIPS17)
XifengGuo/DEC-DA
Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).
XifengGuo/ASPC-DA
XifengGuo/IDEC-toy
XifengGuo/CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
XifengGuo/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.
XifengGuo/AnomalyDetectionTransformations
A simple and effective method for single-class classification of images
XifengGuo/deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
XifengGuo/PICA
Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation
XifengGuo/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
XifengGuo/compare_gan
Compare GAN code.
XifengGuo/data-and-models
Some data or models files
XifengGuo/efficient_densenet_pytorch
A memory-efficient implementation of DenseNets
XifengGuo/FeatureLearningRotNet
XifengGuo/FINCH-Clustering
Source Code for FINCH Clustering Algorithm
XifengGuo/InfoGAN
Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
XifengGuo/InfoGAN-PyTorch
PyTorch Implementation of InfoGAN
XifengGuo/JULE-Torch
Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"
XifengGuo/Python
All Algorithms implemented in Python
XifengGuo/pytorch-generative-model-collections
Collection of generative models in Pytorch version.
XifengGuo/SoftKMeans
Implementation of Deep Soft-K means
XifengGuo/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/xifengguo.github.io