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Zekai Xu's Projects

biggan-pytorch icon biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

cifar10_challenge icon cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cogdl icon cogdl

CogDL: An Extensive Research Toolkit for Graphs

deepupe icon deepupe

Underexposed Photo Enhancement Using Deep Illumination Estimation

dped icon dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

ganotebooks icon ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

geometrics icon geometrics

Repo for the paper "GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects"

guidedfilter icon guidedfilter

Simple python demos of Guided Image Filtering (Python).

hdrnet-pytorch icon hdrnet-pytorch

Unofficial PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics/hdrnet/

hdrnet_legacy icon hdrnet_legacy

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancements', SIGGRAPH 2017

mnist_challenge icon mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

mnist_tutorial icon mnist_tutorial

A tutorial for mnist hand writen digit classification using sklearn, pytorch and keras.

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorch.sngan_projection icon pytorch.sngan_projection

An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018).

sn-gan icon sn-gan

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

wgan-gp icon wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

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