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☆81Updated 4 years ago
- Scaled MMD GAN☆36Updated 5 years ago
- Invert a pre-trained GAN model (includes code for training a GAN on celebA)☆84Updated 6 years ago
- Implementation of Methods Proposed in Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks (NeurIPS 2019)☆35Updated 5 years ago
- Implementation of Information Dropout☆39Updated 8 years ago
- Implementation of the Sliced Wasserstein Autoencoder using PyTorch☆103Updated 6 years ago
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆154Updated 5 years ago
- Implementation of the Sliced Wasserstein Autoencoders☆90Updated 7 years ago
- Training MMD GANs.☆86Updated 7 years ago
- Keras implementation of Deep Wasserstein Embeddings☆48Updated 7 years ago
- ☆117Updated 6 years ago
- Code for Invariant Rep. Without Adversaries (NIPS 2018)☆35Updated 5 years ago
- This project is the Torch implementation of our accepted AAAI 2018 paper : orthogonal weight normalization method for solving orthogonali…☆57Updated 5 years ago
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Updated 5 years ago
- implements optimal transport algorithms in pytorch☆100Updated 3 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆87Updated 6 years ago
- Official implementation of "On GANs and GMMs"☆66Updated 5 years ago
- Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.☆109Updated 7 years ago
- Code for ICLR2018 paper: Improving GAN Training via Binarized Representation Entropy (BRE) Regularization - Y. Cao · W Ding · Y.C. Lui · …☆20Updated 7 years ago
- Improving MMD-GAN training with repulsive loss function☆90Updated 2 years ago
- Closed form Entropic OT for balanced and unbalanced Gaussians☆17Updated 3 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆128Updated last year
- Code for the paper "Improving GANs Using Optimal Transport"☆72Updated 6 years ago
- ☆91Updated 6 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
- Code for the paper "Banach Wasserstein GAN"☆31Updated 6 years ago
- ☆46Updated 7 years ago
- Hyper volume maximization for GAN training☆25Updated 6 years ago
- Train a Mixture of Factor Analyzers (MFA) / Mixture of Probabilistic PCA (MPPCA) - low-rank-plus-diagonal GMMs using pytorch☆40Updated 2 years ago
- ☆29Updated 6 years ago