haihabi / MD-GAN
This repository contains PyTorch implementation of MD-GAN, along with training iPython notebook and trained models. Currently, this repository contains the training of data generated from a Gaussian mixture model (GMM). Two trained models included in this repository: the first one trained on data of a grid of 5 x 5 mixture of Gaussian and the se…
☆17Updated 4 years ago
Alternatives and similar repositories for MD-GAN:
Users that are interested in MD-GAN are comparing it to the libraries listed below
- Mixture Density Generative Adversarial Networks☆16Updated 5 years ago
- The official TensorFlow implementation for ICCV'21 paper 'Dual Contrastive Loss and Attention for GANs'☆34Updated last year
- Official Pytorch implementation of "DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network" (CVPR'21)☆74Updated 3 years ago
- Tensorflow implementation of Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions (CVPR 2019)☆32Updated 5 years ago
- Some codes and studies of regularization and normalization in GANs☆13Updated 3 years ago
- Supplementary code for "When, Why, and Which Pretrained GANs Are Useful?" (ICLR'22)☆24Updated 2 years ago
- PyTorch Implementation of Unrolled Generative Adversarial Networks☆39Updated 6 years ago
- <GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data> in AAAI 2022☆16Updated 3 years ago
- pytorch code for improved-precision-and-recall-metric☆23Updated 5 years ago
- Official implementation of "On GANs and GMMs"☆66Updated 5 years ago
- ☆50Updated 4 years ago
- PyTorch Implementation of cGANTransfer☆45Updated 3 years ago
- The author's officially unofficial Pytorch EvolutionaryGAN implementation.☆66Updated 4 years ago
- Tensorflow code of the paper "Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game".☆36Updated 5 years ago
- [ECCV 2022] FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs☆21Updated 2 years ago
- Wasserstein Divergence for GANs☆19Updated 4 years ago
- Sliced Wasserstein Distance (SWD) in PyTorch☆109Updated 5 years ago
- An unofficial Pytorch implementation of SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.☆46Updated last year
- A Pytorch implementation of "Unsupervised Attention-Guided Image-to-Image Translation"☆27Updated 5 years ago
- A pytorch implementation of Paper "IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis"☆92Updated 5 years ago
- PyTorch reimplementation of the DiracGAN proposed in the paper "Which Training Methods for GANs do actually Converge?" [ICML 2018].☆18Updated 3 years ago
- [NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks☆81Updated 4 years ago
- This is a clean implementation of AM-GANs, supporting our paper “Activation Maximization Generative Adversarial Nets”.☆16Updated 4 years ago
- Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)☆188Updated 3 years ago
- Improved Precision and Recall Metric for Assessing Generative Models - Official TensorFlow Implementation☆169Updated 3 years ago
- Official code repository for Instance Selection for GANs.☆44Updated 4 years ago
- Double Discriminator GAN☆24Updated 5 years ago
- [NeurIPS 2021] Self-Supervised GANs with Label Augmentation☆21Updated last year
- [CVPR 2023] The official Pytorch implementation of Re-GAN☆15Updated last year
- Mode collapse example of GANs in 2D (PyTorch).☆44Updated last year