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Top 426 generative-adversarial-network open source projects

CWR
Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.
ganbert-pytorch
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
GAN-Anime-Characters
Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.
Exemplar-GAN-Eye-Inpainting-Tensorflow
Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"
gan
A 1D toy example of optimizing a generative model using the WGAN-GP model.
csgan
Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)
WGAN-GP-TensorFlow
TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
tiny-pix2pix
Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture
adversarial-recommender-systems-survey
The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…
ArtGAN
Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "
multitask-CycleGAN
Pytorch implementation of multitask CycleGAN with auxiliary classification loss
CPCE-3D
Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
CharacterGAN
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
pytorch-dann
A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation
Long-Tail-GAN
Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering
Audio2Guitarist-GAN
Two-stage GANs that generate fingerstyle guitarist images from audio.
keras-text-to-image
Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks
Adversarial-Learning-for-Generative-Conversational-Agents
This repository contains a new adversarial training method for Generative Conversational Agents
pytorch-domain-adaptation
Unofficial pytorch implementation of algorithms for domain adaptation
videoDCGAN
Implementation of a GAN that generates video using LSTM and ConvNet in Tensorflow
WGAN-GP-tensorflow
Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"
gan-error-avoidance
Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)
AGD
[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
Cross-Domain-Image-Translation-Using-CycleGAN
CycleGAN based neural network architecture to change the gender of a person’s face
SSVEP-Neural-Generative-Models
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
GraphCNN-GAN
Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
gzsl-od
Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition
BPPNet-Back-Projected-Pyramid-Network
This is the official GitHub repository for ECCV 2020 Workshop paper "Single image dehazing for a variety of haze scenarios using back projected pyramid network"
DCGAN-Pytorch
A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
ganbert
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks
DeepSIM
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
Sketch2Color-anime-translation
Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
ST-CGAN
Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"
hyperstyle
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
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