398 Open source projects that are alternatives of or similar to Tf Sndcgan

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

Learning kernels to maximize the power of MMD tests

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

chainer implementation of pix2pix

TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

Awesome GAN for Medical Imaging

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Generative adversarial training for generating synthetic tabular data.

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Masking GAN - Image attribute mask generation

This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".

in progress

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

A list of all named GANs!

Tensorflow implementation for Conditional Convolutional Adversarial Networks.

Code for "A-NICE-MC: Adversarial Training for MCMC"

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

Code for paper "SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis"

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

Tensorflow re-implementation of GAN for text summarization

A DCGAN to generate anime faces using custom mined dataset

GANs for time series generation in pytorch

Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow

Projecting images to latent space with StyleGAN2.

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)

OpenMMLab Image and Video Editing Toolbox

GAAL-based Outlier Detection

Auxiliary Classifier Generative Adversarial Networks in Keras

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Generative Adversarial Networks and Autoencoders for 3D Shapes

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

Semi-supervised GAN in "Improved Techniques for Training GANs"

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

Reconstruction of three-dimensional porous media using generative adversarial neural networks

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

SpecGAN - generate audio with adversarial training

A PyTorch implementation for StyleGAN with full features.

videos, lectures, blogs for Deep Learning

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

🎎 InfoGAN: Interpretable Representation Learning

Everything about Generative Adversarial Networks

Stacked Generative Adversarial Networks

Image-to-Image Translation in PyTorch

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

A stable algorithm for GAN training

Anime Generation