ccha23 / MI-NEELinks
Mutual Information Neural Entropic Estimation
☆27Updated 2 years ago
Alternatives and similar repositories for MI-NEE
Users that are interested in MI-NEE are comparing it to the libraries listed below
Sorting:
- ☆91Updated 3 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆73Updated 5 years ago
- A Tensorflow implementation Mutual Information estimation methods☆47Updated 2 years ago
- Mutual Information Neural Estimation in Pytorch☆329Updated 9 months ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆346Updated 6 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆204Updated 6 years ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆16Updated last year
- Pytorch implementation of Maximum Mean Discrepancy Variational Autoencoder, a member of the InfoVAE family that maximizes Mutual Informat…☆56Updated 4 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆34Updated 5 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆198Updated 7 years ago
- Difference-of-Entropies (DoE) Estimator☆25Updated 3 years ago
- Testing methods for estimating KL-divergence from samples.☆64Updated 4 months ago
- ☆40Updated 5 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 3 years ago
- ☆68Updated 6 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Code for Global Convergence of Block Coordinate Descent in Deep Learning (ICML 2019)☆37Updated 6 years ago
- Pytorch Implementation of the Nonlinear Information Bottleneck☆39Updated 11 months ago
- ☆32Updated 4 years ago
- Learning Generative Models across Incomparable Spaces (ICML 2019)☆27Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆84Updated 6 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆341Updated 4 years ago
- Featurized Density Ratio Estimation☆20Updated 4 years ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆20Updated last year
- Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks☆14Updated 3 years ago
- Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)☆275Updated 7 years ago
- Joint distribution optimal transportation for domain adaptation☆102Updated 7 years ago
- The HSIC Bottleneck: Deep Learning without Back-Propagation☆86Updated 4 years ago
- A PyTorch Implementation of the Importance Weighted Autoencoders☆39Updated 6 years ago
- ☆59Updated 2 years ago