mazrk7 / gmvaeLinks
Implementation of a Gaussian Mixture Variational Autoencoder (GMVAE).
☆10Updated 4 years ago
Alternatives and similar repositories for gmvae
Users that are interested in gmvae are comparing it to the libraries listed below
Sorting:
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆341Updated 4 years ago
- Implementation of "Autoencoding beyond pixels using a learned similarity metric" using Pytorch☆63Updated 5 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆47Updated 5 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Variational Autoencoder (VAE) with Normalizing Flows☆62Updated 8 months ago
- Contrastively Disentangled Sequential Variational Audoencoder☆46Updated 8 months ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆82Updated 5 years ago
- (FTML 2021) Official implementation of Dynamical VAEs☆230Updated 2 years ago
- A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)☆39Updated 4 years ago
- Implementation and tutorials of normalizing flows with the novel distributions module☆167Updated 4 years ago
- Deep Learning Model for Signal Data☆87Updated 5 years ago
- Implementation of a model to make VAE and GMM train from each other☆26Updated 3 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆117Updated 6 years ago
- ☆42Updated 3 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆136Updated 2 years ago
- MADE:Masked-Autoencoder-for-Distribution-Estimation-using-PyTorch☆15Updated 4 years ago
- Various Latent Variable Models implementations in Pytorch, including VAE, VAE with AF Prior, VQ-VAE and VQ-VAE with Gated PixelCNN☆17Updated 5 years ago
- Multimodal Mixture-of-Experts VAE☆212Updated last year
- A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"☆73Updated 5 years ago
- InfoMax-VAE pytorch implementation☆23Updated 11 months ago
- ☆40Updated 5 years ago
- This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures☆210Updated 4 years ago
- ☆91Updated 6 years ago
- Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs…☆82Updated last year
- pytorch implementation for "Student-t Variational Autoencoder for Robust Density Estimation".☆27Updated 2 years ago
- Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric"☆43Updated 5 years ago
- Variational Autoencoder with Arbitrary Conditioning☆81Updated last year
- Pytorch Adversarial Auto Encoder (AAE)☆88Updated 6 years ago
- A curated list of techniques to avoid posterior collapse☆87Updated 2 years ago
- Denoising Diffusion Implicit Models☆28Updated 4 years ago