shaohua0116 / VAE-Tensorflow
A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).
☆127Updated 4 years ago
Related projects: ⓘ
- This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoe…☆206Updated 6 years ago
- Implementation of VLAE☆215Updated 6 years ago
- Replication of Semi-Supervised Learning with Deep Generative Models☆98Updated 8 years ago
- Implementation of a Variational Auto-Encoder in TensorFlow☆208Updated 7 years ago
- Replicating "Understanding disentangling in β-VAE"☆194Updated 6 years ago
- Variational Auto-Encoders in a Sequential Setting.☆172Updated 6 years ago
- Tensorflow implementation of conditional variational auto-encoder for MNIST☆150Updated 7 years ago
- Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"☆39Updated 7 years ago
- Conditional variational autoencoder implementation in Torch☆103Updated 8 years ago
- Chainer implementation of adversarial autoencoder (AAE)☆258Updated 6 years ago
- VAE-GAN in Tensorflow☆89Updated 5 years ago
- Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders☆206Updated 4 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆242Updated 6 years ago
- Wasserstein Auto-Encoders☆505Updated 6 years ago
- Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).☆258Updated 6 years ago
- Unsupervised clustering with (Gaussian mixture) VAEs☆292Updated 7 years ago
- Tensorflow implementation of Hyperspherical Variational Auto-Encoders☆224Updated 5 years ago
- Code for "Sequential Neural Models with Stochastic Layers"☆114Updated 7 years ago
- VQ-VAE implementation / pytorch☆181Updated 6 years ago
- categorical variational autoencoder using the Gumbel-Softmax estimator☆425Updated 7 years ago
- Tensorflow implementation of variational auto-encoder for MNIST☆492Updated 7 years ago
- Deep generative networks, coded with Keras.☆122Updated 7 years ago
- Implement Generative Adversarial Nets by Tensorflow☆99Updated 6 years ago
- Code for some of the experiments I did with variational autoencoders on multi-modality and atari video prediction. Atari video prediction…☆62Updated 8 years ago
- InfoGAN: Interpretable Representation Learning☆154Updated 7 years ago
- PyTorch implementation of Wasserstein Auto-Encoders☆293Updated 4 years ago
- A variational recurrent neural network implementation in tensorflow☆104Updated 6 years ago
- Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)☆238Updated 6 years ago
- Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"☆128Updated 6 years ago
- Tensorflow Implementation of GAN modeling for sequential data☆69Updated 7 years ago