akashgit / VEEGANLinks
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
☆40Updated 6 years ago
Alternatives and similar repositories for VEEGAN
Users that are interested in VEEGAN are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks☆82Updated 5 years ago
- Scaled MMD GAN☆36Updated 5 years ago
- Implementation of Methods Proposed in Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks (NeurIPS 2019)☆35Updated 5 years ago
- Implementation of the Sliced Wasserstein Autoencoders☆90Updated 7 years ago
- Code for Invariant Rep. Without Adversaries (NIPS 2018)☆35Updated 5 years ago
- Implementation of the Sliced Wasserstein Autoencoder using PyTorch☆102Updated 7 years ago
- ☆30Updated 6 years ago
- Official implementation of "On GANs and GMMs"☆67Updated 5 years ago
- Implementation of Information Dropout☆39Updated 8 years ago
- Training MMD GANs.☆86Updated 7 years ago
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆30Updated 6 years ago
- ☆117Updated 6 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆129Updated 2 years ago
- Invert a pre-trained GAN model (includes code for training a GAN on celebA)☆84Updated 6 years ago
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Updated 5 years ago
- Code for the paper "Banach Wasserstein GAN"☆31Updated 6 years ago
- This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"☆50Updated 4 years ago
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆154Updated 6 years ago
- ☆145Updated 8 years ago
- Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.☆110Updated 7 years ago
- GANs with multiple Discriminators☆78Updated 2 years ago
- The Singular Values of Convolutional Layers☆71Updated 7 years ago
- Tensorflow implementation of Discriminator Rejection Sampling☆24Updated 5 years ago
- Learning perturbation sets for robust machine learning☆65Updated 4 years ago
- In this paper, we show that the performance of a learnt generative model is closely related to the model's ability to accurately represen…☆41Updated 4 years ago
- ☆31Updated 5 years ago
- ☆88Updated last year
- Keras implementation of Deep Wasserstein Embeddings☆48Updated 7 years ago
- Randomized Smoothing of All Shapes and Sizes (ICML 2020).☆51Updated 5 years ago
- This repository contains the code to reproduce the core results from the paper "The Numerics of GANs".☆46Updated 7 years ago