shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
☆498Updated 6 years ago
Alternatives and similar repositories for generative-models:
Users that are interested in generative-models are comparing it to the libraries listed below
- Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"☆919Updated 5 years ago
- Improved WGAN in Pytorch☆439Updated last year
- Wasserstein Auto-Encoders☆506Updated 6 years ago
- ☆1,005Updated 5 years ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆463Updated 5 years ago
- Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"☆725Updated 5 years ago
- Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-☆678Updated 6 years ago
- GANs with spectral normalization and projection discriminator☆1,097Updated 5 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆245Updated 6 years ago
- An empirical study on evaluation metrics of generative adversarial networks.☆370Updated 5 years ago
- implement infoGAN using pytorch☆153Updated 6 years ago
- Totally Versatile Miscellanea for Pytorch☆470Updated 3 years ago
- A curated list of research papers related to learning disentangled representations☆463Updated 5 years ago
- Generative image model with learned similarity measures☆440Updated 8 years ago
- i-RevNet Pytorch Code☆391Updated 4 years ago
- PyTorch implementation of Wasserstein Auto-Encoders☆295Updated 4 years ago
- PyTorch Implementation of InfoGAN☆322Updated 2 years ago
- Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"☆539Updated last year
- PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.☆582Updated 7 years ago
- A timeline showing the development of Generative Adversarial Networks (GAN).☆387Updated 6 years ago
- PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot☆320Updated 7 years ago
- Variational auto-encoder trained on celebA . All rights reserved.☆181Updated 7 years ago
- Two time-scale update rule for training GANs☆878Updated 3 years ago
- Compare GAN code.☆1,821Updated 4 years ago
- PyTorch implementations of algorithms for density estimation☆578Updated 3 years ago
- PyTorch implementation of "Progressive growing of GANs (PGGAN)"☆823Updated 2 years ago
- pytorch implementation of openai paper "Glow: Generative Flow with Invertible 1×1 Convolutions"☆509Updated 5 years ago
- Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).☆261Updated 6 years ago
- Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)☆551Updated 5 years ago
- A pytorch implementation of Paper "Improved Training of Wasserstein GANs"☆1,522Updated last year