AliLotfi92 / InfoMaxVAE
InfoMax-VAE pytorch implementation
☆23Updated 9 months ago
Alternatives and similar repositories for InfoMaxVAE:
Users that are interested in InfoMaxVAE are comparing it to the libraries listed below
- A brief tutorial on the Wasserstein auto-encoder☆83Updated 6 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆80Updated 5 years ago
- Implementation of the Sliced Wasserstein Autoencoder using PyTorch☆103Updated 6 years ago
- A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)☆38Updated 4 years ago
- Learning Autoencoders with Relational Regularization☆46Updated 4 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆46Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆83Updated 6 years ago
- Implementation of the MIWAE method for deep generative modelling of incomplete data sets.☆38Updated last year
- implementation of semi-supervised VAE using pytorch☆11Updated 5 years ago
- Implementation of "Learning latent subspaces in variational autoencoders"☆20Updated 5 years ago
- Mutual Information Neural Estimator implemented in Tensorflow☆46Updated 6 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- ☆148Updated 3 years ago
- ☆68Updated 6 years ago
- A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)☆159Updated 6 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 3 years ago
- Mutual Information Neural Entropic Estimation☆27Updated last year
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆102Updated 5 years ago
- Variational auto encoder in pytorch☆56Updated 6 years ago
- pytorch implementation for "Student-t Variational Autoencoder for Robust Density Estimation".☆26Updated 2 years ago
- Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric"☆43Updated 5 years ago
- Some unsupervised algorithms☆7Updated 5 years ago
- PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)☆84Updated 3 years ago
- Implementation of normalizing flows in TensorFlow 2 including a small tutorial.☆146Updated 8 months ago
- This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), …☆70Updated 3 years ago
- This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures☆209Updated 4 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆204Updated 6 years ago
- Mutual Information in Pytorch☆111Updated last year