taesungp / real-nvp
Implementation of Real-NVP in Tensorflow
☆102Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for real-nvp
- simple implementation of "Improved Variational Inference with Inverse Autoregressive Flow" paper with pytorch☆53Updated 7 years ago
- Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"☆99Updated 8 years ago
- Code for the models in "PixelVAE: A Latent Variable Model for Natural Images" (https://arxiv.org/abs/1611.05013☆93Updated 7 years ago
- Code in PyTorch for the convex combination linear IAF and the Householder Flow, J.M. Tomczak & M. Welling☆90Updated 7 years ago
- ☆64Updated 8 years ago
- Generative moment matching networks☆149Updated 8 years ago
- PixelVAE with or without regularization☆66Updated 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 8 years ago
- Code for "A-NICE-MC: Adversarial Training for MCMC"☆126Updated 6 years ago
- Code for the paper "Improving Variational Auto-Encoders using Householder Flow" (https://arxiv.org/abs/1611.09630)☆75Updated 7 years ago
- Implementation of Coulomb GANs☆62Updated 3 years ago
- Implementation of Sequential Variational Autoencoder☆84Updated 7 years ago
- Code for "Sequential Neural Models with Stochastic Layers"☆115Updated 8 years ago
- Experiments for the Neural Autoregressive Flows paper☆123Updated 3 years ago
- ☆124Updated 6 years ago
- ☆121Updated 4 years ago
- Pytorch Implementation of OpenAI's GLOW☆92Updated 3 years ago
- A Tensorfflow implementation of Attend, Infer, Repeat☆82Updated 5 years ago
- code for steinGAN - Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning☆25Updated 5 years ago
- ☆83Updated 10 years ago
- ☆37Updated 5 years ago
- Deep variational inference in tensorflow☆56Updated 6 years ago
- Replicating "Understanding disentangling in β-VAE"☆195Updated 6 years ago
- VQ-VAE implementation / pytorch☆181Updated 7 years ago
- Annealed Importance Sampling (AIS) for generative models.☆16Updated 6 years ago
- An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU…☆73Updated 6 years ago
- Implementation of iterative inference in deep latent variable models☆43Updated 5 years ago
- A tensorflow implementation of VAE training with Renyi divergence☆31Updated 8 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆31Updated 4 years ago