dengwanxia1991's starred repositories
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
learn-to-cluster
Learning to Cluster Faces (CVPR 2019, CVPR 2020)
gcn_clustering
Code for CVPR'19 paper Linkage-based Face Clustering via GCN
FINCH-Clustering
Source Code for FINCH Clustering Algorithm
TSNE-UMAP-Embedding-Visualisation
A Simple and easy to use way to Visualise Embeddings!
DeeperCluster
Implements the unsupervised pre-training of convolutional neural networks
VIB-pytorch
Pytorch implementation of Deep Variational Information Bottleneck
BallClustering_ICCV2019
Video Face Clustering with Unknown Number of Clusters - Ball Cluster Learning
disentanglment
Experiments with beta-VAE to learn disentangled representations from the data
proxy-a-distance
Proxy A-Distance algorithm for measuring domain disparity in parallel corpora
nonlinear-IB-PyTorch
Pytorch Implementation of the Nonlinear Information Bottleneck
joint-cluster-cnn
A tensorflow version of JULE (Joint Unsupervised Learning of Deep Representations and Image Clusters).
TensorFlow_DCIGN
Deep Convolutional Inverse Graphics network (DCIGN) implementation with Tensorflow
domain-adaptation
Implementation of a domain adaptation neural networks on the MNIST and SVHN datasets. I implemented this repo for a technical interview for Heuritech and trained it on my GPU back in 2019.
SS-VAE-pytorch
The reproduce of M2 model in "Semi-supervised Learning with Deep Generative Models" based on pytorch
pytorch_dvib
Deep Variational Information Bottleneck (DVIB) in PyTorch.