398 Open source projects that are alternatives of or similar to Defensegan

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Tensorflow implementation for Paper "Learning Residual Images for Face Attribute Manipulation"

Automatic feature engineering using Generative Adversarial Networks using TensorFlow.

Tensorflow re-implementation of GAN for text summarization

An implementation of VAEGAN (variational autoencoder + generative adversarial network).

Reproduction code for WGAN-LP

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

Training a MNIST classifier, and use it to compute inception score (ICP)

Pytorch implementation of BicycleGAN with implementation details

GANs for time series generation in pytorch

Simple GAN example using tensorflow JS core

ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

Focal Frequency Loss for Generative Models

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

An AI for Music Generation

Simple code implement the paper of CartoonGAN(CVPR2018)

Projecting images to latent space with StyleGAN2.

No description or website provided.

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

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

Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

Pytorch implementation of CycleGAN.

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

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-…

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

cRNN-GAN to generate music by training on instrumental music (midi)

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

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

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

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Generating Videos with Scene Dynamics. NIPS 2016.

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

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

Two-stage GANs that generate fingerstyle guitarist images from audio.

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

GAAL-based Outlier Detection

Unofficial pytorch implementation of algorithms for domain adaptation

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

Implementation of a GAN that generates video using LSTM and ConvNet in Tensorflow

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

Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Tensorflow implementation of generative adversarial imitation learning

DCGAN image generator 🖼️.

Pytorch deep learning face frontalization model

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

A web porting for NVlabs' StyleGAN.

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

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].