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Minguk Kang's Projects

pytorch-studiogan icon pytorch-studiogan

Official PyTorch implementation of the paper: Contrastive Generative Adversarial Networks

rbm-mnist icon rbm-mnist

Python implementation of RBM (Restricted Boltzmann Machines) using MNIST dataset.

relu_networks_overconfident icon relu_networks_overconfident

Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]

rq-vae-transformer icon rq-vae-transformer

The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)

sag icon sag

Official repository of the "Shatter and Gather: Learning Referring Image Segmentation with Text Supervision (ICCV'23)"

stylegan2-pytorch icon stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

svgd icon svgd

TensorFlow Implementation of Stein Variational Gradient Descent (SVGD)

tensorflow-mnist-gan-dcgan icon tensorflow-mnist-gan-dcgan

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

tensorflow-study icon tensorflow-study

I will upload my tensorflow code. I am not so good at English. So please be good to understand my awkward English.

tf-sndcgan icon tf-sndcgan

Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

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