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

Official repository of JSI-GAN (Accepted at AAAI 2020).

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

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

Pytorch implementation of CycleGAN.

The codes of VAE-GAN model for 3d shape reconstruction from depth data

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-…

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

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

Conversational AI Reading Materials

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

Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

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

chainer implementation of pix2pix

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

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

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

Learning kernels to maximize the power of MMD tests

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

Reproduction code for WGAN-LP

Unofficial pytorch implementation of algorithms for domain adaptation

Awesome GAN for Medical Imaging

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

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

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

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.

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

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

CycleGAN based neural network architecture to change the gender of a person’s face

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

Designed to take you from zero experience to GANs within a week.

An AI for Music Generation

Synthetic Data Generation for mixed-type, multivariate time series.

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

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

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

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"

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

Tensorflow Implementation of DiscoGAN

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

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

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

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

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

Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.

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

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

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

Path Planning using Generative Adversarial Network (GAN)

Generative adversarial training for generating synthetic tabular data.

Generating Videos with Scene Dynamics. NIPS 2016.

A curated list of dedicated resources and applications

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

Stacked Generative Adversarial Networks

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Deep learning codes and projects using Python

Personalized Fashion Recommendation and Generation

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

PyTorch implementation of ESRGAN (ECCVW 2018) for compressed image subjective quality enhancement.