gtegner / mine-pytorch
Mutual Information Neural Estimation in Pytorch
☆315Updated 5 months ago
Alternatives and similar repositories for mine-pytorch:
Users that are interested in mine-pytorch are comparing it to the libraries listed below
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆345Updated 6 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆186Updated 7 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆204Updated 6 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆74Updated 5 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆327Updated 10 months ago
- Learning deep representations by mutual information estimation and maximization☆324Updated 6 years ago
- PyTorch code to run synthetic experiments.☆415Updated 3 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆345Updated 10 months ago
- Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)☆198Updated 2 years ago
- Disentanglement library for PyTorch☆277Updated 2 years ago
- A pytorch implementation of Maximum Mean Discrepancies(MMD) loss☆201Updated 2 years ago
- VAEs and nonlinear ICA: a unifying framework☆47Updated 5 years ago
- Mutual Information Neural Entropic Estimation☆27Updated last year
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆334Updated 4 years ago
- 🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervi…☆129Updated 2 years ago
- PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution☆208Updated 6 years ago
- ☆89Updated 3 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆420Updated 2 years ago
- Implementation of Multi-View Information Bottleneck☆131Updated 4 years ago
- Approximating Wasserstein distances with PyTorch☆457Updated last year
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆51Updated 3 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆86Updated 3 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆807Updated 5 years ago
- Mutual Information in Pytorch☆108Updated last year
- Pytorch implementation for t-SNE with cuda to accelerate☆329Updated last year
- Multimodal Mixture-of-Experts VAE☆198Updated last year
- A Tensorflow implementation Mutual Information estimation methods☆46Updated 2 years ago
- [ICML 2020] Continuously Indexed Domain Adaptation☆118Updated 2 years ago
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆298Updated 4 years ago