ChengzhangZhu / MINELinks
Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation
☆20Updated 5 years ago
Alternatives and similar repositories for MINE
Users that are interested in MINE are comparing it to the libraries listed below
Sorting:
- Mutual Information Neural Estimator implemented in Tensorflow☆46Updated 6 years ago
- A brief tutorial on the Wasserstein auto-encoder☆83Updated 6 years ago
- A Tensorflow implementation Mutual Information estimation methods☆47Updated 2 years ago
- implementation of semi-supervised VAE using pytorch☆11Updated 5 years ago
- Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)☆137Updated 5 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆204Updated 6 years ago
- Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates☆114Updated 4 years ago
- Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR1…☆122Updated 6 years ago
- PyTorch implementation of "Weight Uncertainty in Neural Networks"☆176Updated 3 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆34Updated 5 years ago
- Implementation of the MNIST experiment for Monte Carlo Dropout from http://mlg.eng.cam.ac.uk/yarin/PDFs/NIPS_2015_bayesian_convnets.pdf☆30Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆84Updated 6 years ago
- Variational auto encoder in pytorch☆56Updated 6 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆103Updated 5 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆304Updated 7 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆92Updated 4 years ago
- Anonymized code for ICLR 2019 submission "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆20Updated 6 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆89Updated 5 months ago
- A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)☆39Updated 4 years ago
- Tensorflow 2.0 implementation of Adversarial Autoencoders☆20Updated 6 years ago
- Convolutional variational autoencoder in PyTorch☆46Updated 7 years ago
- PyTorch implementation of "Auto-Encoding Variational Bayes"☆41Updated 8 years ago
- Pytorch implementations of various types of autoencoders☆66Updated 6 years ago
- Keras implementation of the paper "Autoencoding beyond pixels using a learned similarity metric"☆54Updated 7 years ago
- A toy example of VAE-regression network☆72Updated 5 years ago
- conditional variational autoencoder written in Keras [not actively maintained]☆96Updated 7 years ago
- ☆91Updated 2 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆347Updated 6 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- InfoMax-VAE pytorch implementation☆23Updated 11 months ago