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317 search results found

Airfoil Opt Gan ⭐ 16

Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

PyTorch implementation of the AAAI-21 paper "Dual Adversarial Label-aware Graph Neural Networks for Cross-modal Retrieval" and the TPAMI-22 paper "Integrating Multi-Label Contrastive Learning with Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval".

Pix2pix Pytorch ⭐ 16

the pytorch version of pix2pix

Gan Weightnorm Resnet ⭐ 16

Generative Adversarial Network with Weight Normalization + ResNet

Robustdl_gan ⭐ 16

Lsgan.pytorch ⭐ 16

Repository for Pytorch Implementation of Least Squares Generative Adversarial Networks

Advgan Tf ⭐ 16

Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks

F Anogan Pytorch ⭐ 15

Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.

Collaborative Gan Sampling ⭐ 15

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Keras Gan Library ⭐ 15

Implementation of GAN papers on Keras.

Pytorch Pix2pix ⭐ 15

a fork of pytorch-pix2pix

Class-Aware Frechet Distance (CAFD) for GANs in Tensorflow. Source code for "An Improved Evaluation Framework for Generative Adversarial Networks".

Chainer implementation of the paper Robust Conditional Generative Adversarial Networks

Reversegan ⭐ 14

Recovering latent vectors from Generative Adversarial Networks

Nemesyst ⭐ 14

Generalised and highly customisable, hybrid-parallelism, database based, deep learning framework.

Pytorch Cppn Gan ⭐ 14

An experiments with Compositional Pattern Producing Networks and Generative Adversarial Networks.

Tf Dcgan ⭐ 14

Deep Convolutional Generative Adversarial Networks, with some small improvements.

Pytorch_gan ⭐ 13

Spectral Normalization and Projection Discriminator

Dcgan.tensorflow ⭐ 13

Improved_lsgan ⭐ 13

Spectral_normalization Tf2 ⭐ 13

🌈Spectral Normalization implemented as Tensorflow 2.0

Ebgan_pytorch ⭐ 13

Implementation of EBGAN in pytorch

Dcgan Cifar10 ⭐ 13

A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image

Classicgan ⭐ 13

ClassicGAN: Generation of Classical Music with PGGAN

Chainer Cyclegan ⭐ 13

Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]

Gan Intro Pytorch ⭐ 12

Intro to Generative Adversarial Networks in Pytorch

Universal Adversarial Networks

Brain Synthesis Lesion Segmentation ⭐ 12

Code for the paper "Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks" and NVIDIA DLI workshop on GAN for Medical Imaging

Ecg_gan_mbd ⭐ 12

This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".

anomaly detection using GAN

Decoupled Learning Conditional Gan ⭐ 12

Decoupled Learning for Conditional Adversarial Networks

Tf2 Keras Gan Notebooks ⭐ 11

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

Noisyfer ⭐ 11

The official pytorch code for paper "Facial Emotion Recognition with Noisy Multi-task Annotations" (2021 WACV)

Ode Gan Pytorch ⭐ 11

Pytorch Dcgan Humanface ⭐ 11

Pytorch implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for humanface datasets, which can genarate some beautiful girls' face.

Sgan Tensorflow ⭐ 11

Sagan With Relativistic ⭐ 10

Self-Attention Generative Adversarial Networks with Relativistic loss

Dcgan Tfslim ⭐ 10

Deep Convolutional Generative Adversarial Networks (DCGAN) implemented in TensorFlow-Slim

Mdgan Tensorflow ⭐ 10

Simple Tensorflow implementation of "MDGAN: Mixture Density Generative Adversarial Networks" (CVPR 2019)

Attngan Tensorflow ⭐ 10

Simple Tensorflow implementation of "AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks" (CVPR 2018)

Gans In Computer Vision ⭐ 10

GANs in computer vision AI Summer article series

Stylegan ⭐ 10

Unofficial Pytorch implementation of Style GAN paper

Mixture of Generative Adversarial Networks for Clustering

Gan Pytorch ⭐ 10

A complete implementation of the Pytorch neural network framework for GAN

Face completion using Generative Adversarial Networks

Explicit Gan Eval ⭐ 10

Code for reproducing the results of "Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions" (O'Brien et al., NeurIPS 2018).

Lsgan Jittor ⭐ 10

Anime Character Generator ⭐ 9

Generate anime face using Auxiliary classifier Generative Adversarial Networks

A Da Gan Architecture ⭐ 9

A basic architecture of "DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks"

Quality Aware Generative Adversarial Networks

Pix2pix_keras ⭐ 9

This is a keras implementation of paper Image-to-Image Translation with Conditional Adversarial Networks

Code used in the experiments of the paper COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks http://gecco-2019.sigevo.org

Automatic Manga colorization using Generative Adversarial Networks.

Residual attention generative adversarial networks for image-to-image translation

White 2 Black ⭐ 9

The official code to reproduce results from the NACCL2019 paper: White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

Dcgan Tensorflow ⭐ 9

SImple Tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Pix2pix Tensorflow ⭐ 9

SImple Tensorflow implementations of " Image-to-Image Translation with Conditional Adversarial Networks" (CVPR 2017)

Tensorflow Implementation for MAGAN: Margin Adaptation for Adversarial Networks

Code for the paper "Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks"

Gan Compression ⭐ 8

This repository contains the source for the paper "Analysing Image Compression using Generative Adversarial Networks"

Pytorch Wgangp ⭐ 8

PyTorch implements WGAN_GP

Replicated Results of Generative Adversarial Networks Papers

Evolutionarygan In Tensorflow ⭐ 8

Reproduce EGAN in Tensorflow

Boundless In Pytorch ⭐ 8

Boundless: Generative Adversarial Networks for Image Extension in Pytorch

Treehacks Client ⭐ 8

Applying generative adversarial networks to the fashion industry for Stanford University's Treehacks 2017.

Ai Art Lab ⭐ 8

포항공대 정보통신연구소 인턴 프로젝트 (AI Art Lab 그림 모델)

A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation".

Dmgan_release ⭐ 8

Disconnected Manifold Learning for Generative Adversarial Networks.

Model Zoo ⭐ 8

Examples of Generative Adversarial Networks built using torchgan

Tensorflow Spectral Normalization ⭐ 8

An implementation of spectral normalization in tensorflow

Image Compression ⭐ 7

Image compression using Variational Autoencoder and Generative Adversarial Networks.

Perceptual Adversarial Networks (PAN) for Image-to-Image Transformation

Gan Tensorflow ⭐ 7

This's a re-implementation of generative adversarial networks using tensorflow.

Tf T Gans ⭐ 7

tensorflow T-GANs

Gans_for_spiking_time_series ⭐ 7

Generative Adversarial Networks for time-series generation

Image Super Resolution using Generative Adversarial Networks

Conditional Wasserstein Generative Adversarial Network for image-to-image translation.

Auto Makeup Algorithm ⭐ 7

Automatic Makeup Algorithm based on GAN

Image-to-Voxel Model Translation with Conditional Adversarial Networks

Pix2pix Tensorflow ⭐ 7

pix2pix tensorflow implementation

Sagan Tensorflow2.0 ⭐ 7

Tensorflow-2.0 implementation of "Self-Attention Generative Adversarial Networks"

Styled Attention Face Super Resolution ⭐ 6

Face super resolution

Pytorch implementation for reproducing AttnGAN results in the paper AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks by Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He.

Stackgan Tensorflow ⭐ 6

Simple Tensorflow implementation of "StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" (ICCV 2017 Oral)

This is a repository about Generative Adversarial Networks. Mainly for generate gaussian curve.

Unsupervised Cell Level Visual Representation Learning With Gan ⭐ 6

This repositories is related to the paper: unsupervised learning for cell-level visual representation in histopathology images with generative adversarial networks

Multimodal Medical Image Synthesis ⭐ 6

This is the official repo for "Multimodal Medical Image Synthesis using Semi-Supervised Sequential Generative Adversarial Networks"

The Gan Zoo ⭐ 6

Tensorflow Noting ⭐ 6

Collagan_cvpr ⭐ 6

Interior point methods with adversarial networks

Cartoon-to-Photo Facial Translation with Generative Adversarial Networks

Adversarial Neural Cryptography Tensorflow ⭐ 6

Mimicking symmetric cryptosystem using adversarial networks to show that neural nets are able to learn to communicate with each other securely

Tensorflow implementation of "Boundary Equilibrium Generative Adversarial Networks."(BEGAN) with prettytensor

Image To Image Translation ⭐ 6

Image-to-Image Translation with Conditional Adversarial Networks

Applying Population Based Training on Generative Adversarial Networks.

Cycle-Consistent Adversarial Networks (CycleGAN) using Tensorflow 2.0

Gan_image_colorizing ⭐ 5

Image colorization with generative adversarial networks on the CIFAR10 dataset.

Gans Slides Code Paper ⭐ 5

Tutorial introduction slides to GANs. Code implementations and links of relevant papers.

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