zjost / InfoGAN
Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
☆21Updated 7 years ago
Alternatives and similar repositories for InfoGAN:
Users that are interested in InfoGAN are comparing it to the libraries listed below
- Variational auto-encoder trained on celebA . All rights reserved.☆181Updated 7 years ago
- Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset☆168Updated 7 years ago
- Training a MNIST classifier, and use it to compute inception score (ICP)☆26Updated 7 years ago
- Progressive training of GANs with Mutual Information Penalty☆186Updated 6 years ago
- Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained ex…☆78Updated 5 years ago
- Replicating "Understanding disentangling in β-VAE"☆195Updated 6 years ago
- dcgan combined with vae in pytorch!☆116Updated 6 years ago
- Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"☆95Updated 6 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆245Updated 6 years ago
- Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"☆320Updated 5 years ago
- Invert a pre-trained GAN model (includes code for training a GAN on celebA)☆84Updated 6 years ago
- A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.☆116Updated 6 years ago
- On the "steerability" of generative adversarial networks☆265Updated 3 years ago
- PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot☆321Updated 7 years ago
- Code for the paper "Adversarial Generator-Encoder Networks"☆285Updated 6 years ago
- Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)☆250Updated 7 years ago
- Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017☆193Updated 5 years ago
- Tensorflow implementation of Generative Latent Optimization (GLO) proposed by Facebook AI Research☆96Updated 7 years ago
- ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods☆52Updated 4 months ago
- Code to reproduce results from the paper "AmbientGAN: Generative models from lossy measurements"☆89Updated 6 years ago
- Code for the NIPS17 paper "Stabilizing Training of Generative Adversarial Networks through Regularization"☆93Updated 7 years ago
- ☆123Updated 7 years ago
- ☆42Updated 7 years ago
- A Tensorflow implementation of BicycleGAN.☆101Updated 6 years ago
- Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR1…☆121Updated 6 years ago
- PixelVAE with or without regularization☆66Updated 7 years ago
- Spatial Generative Adversarial Networks☆111Updated 4 years ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆463Updated 5 years ago
- An implementation of VAEGAN (variational autoencoder + generative adversarial network).☆93Updated 7 years ago
- Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.☆138Updated 6 years ago