iffsid / mmvaeLinks
Multimodal Mixture-of-Experts VAE
☆212Updated 2 years ago
Alternatives and similar repositories for mmvae
Users that are interested in mmvae are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)☆159Updated 6 years ago
- 🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervi…☆127Updated 2 years ago
- Disentanglement library for PyTorch☆278Updated 3 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆341Updated 4 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆52Updated 3 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆73Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆84Updated 6 years ago
- This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), …☆71Updated 3 years ago
- VAEs and nonlinear ICA: a unifying framework☆47Updated 6 years ago
- Contrastive Variational Autoencoders☆68Updated 6 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆351Updated 2 years ago
- Code for comparison of multimodal VAE models☆29Updated last month
- Quantitative evaluation of disentangled representations☆62Updated 7 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- Implementation of "Learning latent subspaces in variational autoencoders"☆20Updated 5 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 3 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆117Updated 6 years ago
- Mutual Information Neural Estimation in Pytorch☆329Updated 9 months ago
- Learning Autoencoders with Relational Regularization☆46Updated 4 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆92Updated 4 years ago
- This repo is for our paper "ControlVAE: Controllable Variational Autoencoder" published at ICML 2020. It can be used for text generation,…☆94Updated 2 years ago
- VAEs and nonlinear ICA: a unifying framework☆36Updated 5 years ago
- Code for Sliced Gromov-Wasserstein☆68Updated 5 years ago
- Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mand…☆106Updated 6 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆346Updated 6 years ago
- ☆149Updated 3 years ago
- PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution☆208Updated 6 years ago
- Implementation of a model to make VAE and GMM train from each other☆26Updated 3 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago