Nat-D / GMVAELinks
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
☆214Updated 5 years ago
Alternatives and similar repositories for GMVAE
Users that are interested in GMVAE are comparing it to the libraries listed below
Sorting:
- Unsupervised clustering with (Gaussian mixture) VAEs☆302Updated 8 years ago
- Conditional variational autoencoder implementation in Torch☆107Updated 9 years ago
- This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures☆210Updated 5 years ago
- Implementation of VLAE☆216Updated 7 years ago
- Code for some of the experiments I did with variational autoencoders on multi-modality and atari video prediction. Atari video prediction…☆62Updated 9 years ago
- Tensorflow implementation of Hyperspherical Variational Auto-Encoders☆232Updated 6 years ago
- ☆200Updated 8 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆307Updated 7 years ago
- Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mand…☆106Updated 6 years ago
- Replication of Semi-Supervised Learning with Deep Generative Models☆100Updated 9 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆233Updated 7 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆87Updated 6 years ago
- PyTorch implementation of Wasserstein Auto-Encoders☆296Updated 5 years ago
- categorical variational autoencoder using the Gumbel-Softmax estimator☆432Updated 8 years ago
- An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU…☆72Updated 7 years ago
- ☆110Updated 8 years ago
- This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoe…☆208Updated 7 years ago
- Variational Autoencoders with Gaussian Mixture Latent Space☆36Updated 8 years ago
- Replicating "Understanding disentangling in β-VAE"☆199Updated 7 years ago
- VQ-VAE implementation / pytorch☆182Updated 7 years ago
- Variational Auto-encoder with Non-parametric Bayesian Prior☆43Updated 8 years ago
- Implementation of Sequential Variational Autoencoder☆90Updated 8 years ago
- Variational Auto-Encoders in a Sequential Setting.☆177Updated 7 years ago
- Code for "Sequential Neural Models with Stochastic Layers"☆117Updated 8 years ago
- Wasserstein Auto-Encoders☆508Updated 7 years ago
- Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"☆103Updated 9 years ago
- ☆238Updated 6 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Updated 7 years ago
- Implementation of a convolutional Variational-Autoencoder model in pytorch.☆74Updated 6 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆376Updated 5 years ago