vislearn / IB-INNLinks
Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)
☆43Updated last year
Alternatives and similar repositories for IB-INN
Users that are interested in IB-INN are comparing it to the libraries listed below
Sorting:
- ☆32Updated 5 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆92Updated 4 years ago
- ☆89Updated 3 years ago
- Implementation of Glow in PyTorch☆81Updated 4 years ago
- ☆28Updated 3 years ago
- Code for the paper "Guided Image Generation with Conditional Invertible Neural Networks" (2019)☆100Updated 5 years ago
- ☆32Updated 3 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆55Updated last year
- Multivariate Gaussian distributions for Tensorflow.☆23Updated 5 years ago
- ☆13Updated 4 years ago
- Conditional-Glow for Structured Prediction☆27Updated 2 years ago
- Wavelet Flow: Fast Training of High Resolution Normalizing Flows☆60Updated 4 years ago
- Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100☆18Updated 3 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- Code for paper "Orthogonal Convolutional Neural Networks".☆119Updated 4 years ago
- Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".☆21Updated 4 years ago
- Sliced Wasserstein Distance (SWD) in PyTorch☆114Updated 5 years ago
- ☆148Updated 3 years ago
- Distributional Sliced-Wasserstein distance code☆50Updated last year
- PyTorch implementation of realNVP☆90Updated last year
- Pytorch implementation of the basic idea presented in https://arxiv.org/abs/2002.07101☆12Updated 5 years ago
- [ICML 2020] InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs☆41Updated 4 years ago
- The PyTorch implementation of the GLF☆22Updated 3 years ago
- VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.☆78Updated 5 years ago
- [AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".☆20Updated 2 years ago
- Generative Modeling with Optimal Transport Maps - ICLR 2022☆60Updated 3 years ago
- Pytorch Implementation of variational auto-encoder for MNIST☆62Updated 6 years ago
- Gaussian Process Prior Variational Autoencoder☆85Updated 6 years ago
- An implementation of the Residual Flow algorithm for out-of-distribution detection.☆31Updated 3 years ago
- Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness☆47Updated 4 years ago