shayneobrien / generative-modelsLinks
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
Sorting:
- Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"☆920Updated 5 years ago
- Improved WGAN in Pytorch☆440Updated last year
- Wasserstein Auto-Encoders☆508Updated 6 years ago
- GANs with spectral normalization and projection discriminator☆1,101Updated 5 years ago
- Totally Versatile Miscellanea for Pytorch☆471Updated 3 years ago
- A curated list of research papers related to learning disentangled representations☆464Updated 5 years ago
- Compare GAN code.☆1,818Updated 4 years ago
- PyTorch implementation of Wasserstein Auto-Encoders☆295Updated 4 years ago
- Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"☆729Updated 5 years ago
- An empirical study on evaluation metrics of generative adversarial networks.☆372Updated 6 years ago
- i-RevNet Pytorch Code☆392Updated 4 years ago
- ☆1,010Updated 5 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Updated 6 years ago
- Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-☆679Updated 7 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆889Updated last year
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆465Updated 6 years ago
- PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot☆321Updated 7 years ago
- VAEGAN from "Autoencoding beyond pixels using a learned similarity metric" implemented in Pytorch. Clean, clear and with comments.☆189Updated 7 years ago
- Generative image model with learned similarity measures☆442Updated 8 years ago
- Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high qu…☆190Updated 8 years ago
- A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.☆440Updated 6 years ago
- ☆237Updated 6 years ago
- Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)☆509Updated 6 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆707Updated 5 years ago
- pytorch implementation of openai paper "Glow: Generative Flow with Invertible 1×1 Convolutions"☆511Updated 6 years ago
- A wizard's guide to Adversarial Autoencoders☆436Updated 3 years ago
- MADE (Masked Autoencoder Density Estimation) implementation in PyTorch☆554Updated 6 years ago
- PyTorch implementation of "Progressive growing of GANs (PGGAN)"☆823Updated 2 years ago
- PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.☆582Updated 7 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆383Updated 2 years ago