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Gan Mri ⭐ 118

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Spectral_normalization Tensorflow ⭐ 116

Simple Tensorflow Implementation of "Spectral Normalization for Generative Adversarial Networks" (ICLR 2018)

Pix2pix Keras ⭐ 115

Image-to-Image Translation with Conditional Adversarial Networks (Pix2pix) implementation in keras

Generate_to_adapt ⭐ 115

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

Gan Case Study ⭐ 113

Generative_adversarial_networks_pytorch ⭐ 113

(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch

Generative_adversarial_networks_live ⭐ 113

Electra ⭐ 112

中文预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

Capsule Gan ⭐ 111

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

Tf Exercise Gan ⭐ 109

Tensorflow implementation of different GANs and their comparisions

Gan Tts ⭐ 107

A pytroch implementation of the GAN-TTS: HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS

Perceptualgan ⭐ 106

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Tensorflow Mnist Cgan Cdcgan ⭐ 106

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

Adversarial Examples In Pytorch ⭐ 103

Pytorch code to generate adversarial examples on mnist and ImageNet data.

Cyclegan Pytorch ⭐ 103

A very simple implementation of cyclegan, which is based on pytorch.

Calogan ⭐ 103

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Generative Adversarial Networks Cookbook ⭐ 102

Cogan Tensorflow ⭐ 101

Implement Coupled Generative Adversarial Networks in Tensorflow

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

Spatial_gan ⭐ 97

Spatial Generative Adversarial Networks

This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.

Wasserstein Gan ⭐ 95

Chainer implementation of Wasserstein GAN

Periodic Spatial Generative Adversarial Networks

Gan Tensorflow ⭐ 94

Implement Generative Adversarial Nets by Tensorflow

Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"

Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Improved_ccgan ⭐ 88

Continuous Conditional Generative Adversarial Networks (CcGAN)

Fairness In Ml ⭐ 88

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

Shapegan ⭐ 85

Generative Adversarial Networks and Autoencoders for 3D Shapes

Dcgan Oreilly ⭐ 84

Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"

rGAN: Label-Noise Robust Generative Adversarial Networks

3d Fcr Alphagan ⭐ 83

Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes

Moving Semantic Transfer Network ⭐ 82

Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation

Discogan Tensorflow ⭐ 82

An implementation of DiscoGAN in tensorflow

Implementation of Diversity-Sensitive Conditional Generative Adversarial Networks (ICLR 2019)

Cincgan Pytorch ⭐ 81

Unofficial Implementation of "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks" in CVPR 2018.

Advgan_pytorch ⭐ 80

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

Dcgan_tensorflow ⭐ 79

Tensorflow implementation of "UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS"

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

Synthesis of Drum Sounds With Perceptual Timbral Conditioning Using Generative Adversarial Networks

3dbraingen ⭐ 79

Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)

Stabilizing_gans ⭐ 78

Code for the NIPS17 paper "Stabilizing Training of Generative Adversarial Networks through Regularization"

Torchadver ⭐ 78

A PyTorch Toolbox for creating adversarial examples that fool neural networks.

Metricgan ⭐ 77

MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awards)

Scanpath_prediction ⭐ 77

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

Alpha Gan ⭐ 75

pytorch implementation of Rosca, Mihaela, et al. "Variational Approaches for Auto-Encoding Generative Adversarial Networks." arXiv preprint arXiv:1706.04987 (2017).

Compressed Sensing MRI based on Deep Generative Adversarial Network

Unsupervised Anomaly Detection With Generative Adversarial Networks ⭐ 74

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

Multimodal Shape Completion ⭐ 73

code for our ECCV 2020 spotlight paper "Multimodal Shape Completion via Conditional Generative Adversarial Networks"

Galaxygan_python ⭐ 71

This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit" in python.

Audio Gan ⭐ 70

Hands On Generative Adversarial Networks With Keras ⭐ 70

Hands-On Generative Adversarial Networks with Keras, published by Packt

Graphical Gan ⭐ 69

source code of the paper Graphical Generative Adversarial Networks

Time-series Generative Adversarial Networks (fork from the ML-AIM research group on bitbucket))

[ACM MM 2019 Oral] Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation

Multivariate Time Series Imputation With Generative Adversarial Networks ⭐ 68

Causal_book ⭐ 66

書籍「作りながら学ぶ! PyTorchによる因果推論・因果探索」の実装コードのリポジトリです

Unsup Im2im ⭐ 66

Unsupervised Image to Image Translation with Generative Adversarial Networks

Mnistgans ⭐ 66

Some implementations of GAN.

Chainer Gan Experiments ⭐ 65

Various GANs with Chainer

Dcgan Tensorflow ⭐ 65

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Tensorflow Mnist Aae ⭐ 65

Tensorflow implementation of adversarial auto-encoder for MNIST

Medsynthesis ⭐ 65

medical image synthesis with GAN framework based on tensorflow (we also have a better version in pytorch: https://github.com/ginobilinie/medSynthesisV1)

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Inverse_rl ⭐ 63

Adversarial Imitation Via Variational Inverse Reinforcement Learning

Create Girls Moe Pytorch ⭐ 63

An implementation of paper from NIPS2017 'Towards the Automatic Anime Characters Creation with Generative Adversarial Networks' using pytorch.

Pytorch Conditional Gans ⭐ 61

Implementation of Conditional Generative Adversarial Networks in PyTorch

Gans 2.0 ⭐ 60

Generative Adversarial Networks in TensorFlow 2.0

Text To Image ⭐ 59

Text to Image Synthesis using Generative Adversarial Networks

Tensorflow Acgan Anime Generation ⭐ 59

Tensorflow implementation of "Towards the Automatic Anime Characters Creation with Generative Adversarial Networks"

Adversarialaudioseparation ⭐ 59

Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"

FD-GAN: Generative adversarial Networks with Fusion-discriminator for Single Image Dehazing(AAAI'20)

Creative Ai Podcast ⭐ 57

It's a podcast akin to grabbing coffee with Creative AI researchers.

Eann Kdd18 ⭐ 57

EANN: event-adversarial neural networks for multi-modal fake news detection

Claimbuster Spotter ⭐ 55

Adversarial Training on Transformer Networks to discover check-worthy factual claims

Deepspeechdistances ⭐ 55

Authors' implementation of DeepSpeech Distances.

Hands On Generative Adversarial Networks With Pytorch 1.x ⭐ 53

Hands-On Generative Adversarial Networks with PyTorch 1.x, Published by Packt

Generative Adversarial Networks in Neural Machine Translation

Renewables_scenario_gen_gan ⭐ 52

The implementation of scenario generation for renewables production process

Logo Gen ⭐ 51

Accompanying code for the paper "Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks"

Bmusegan ⭐ 50

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

Awesome Gan ⭐ 50

A curated list of awesome Generative Adversarial Nets resources.

Deeplearning.ai Gan Specialization Generative Adversarial Networks ⭐ 50

This repository contains my full work and notes on Deeplearning.ai GAN Specialization (Generative Adversarial Networks)

Code release for "Partial Transfer Learning with Selective Adversarial Networks" (CVPR 2018)

Robust Adv Malware Detection ⭐ 49

Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"

Deblurgan Tf ⭐ 49

Tensorflow implementation of DeblurGAN(Blind Motion Deblurring Using Conditional Adversarial Networks)

Evolutionarygan ⭐ 48

Evolutionary Generative Adversarial Networks (E-GAN)

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

Gan 70 Lines Of Julia ⭐ 47

A Knet implementation of MLP GAN for MNIST data.

Generative Model ⭐ 46

Repository for implementation of generative models with Tensorflow 1.x

Discogan ⭐ 46

Tensorflow implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN)

Vessel Wgan Pytorch ⭐ 46

An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》

Manga Gan ⭐ 46

Generative Adversarial Network for Manga-face Generation

Adversarial Jets ⭐ 45

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

Generative Adversarial Networks in Keras

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