A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
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generative-model
Repositories 248
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Python
Updated Jan 31, 2019
Collection of generative models in Tensorflow
gan
vae
cgan
infogan
acgan
lsgan
wgan
dragan
ebgan
variational-autoencoder
began
tensorflow
mnist
fashion-mnist
wgan-gp
cvae
generative-adversarial-networks
generative-model
generative-models
improved-wgan
Python
Updated Jul 21, 2018
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Jupyter Notebook
Updated Mar 26, 2018
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
Research Framework for easy and efficient training of GANs based on Pytorch
Generative Adversarial Networks (GANs) resources sorted by citations
adversarial-networks
generative-adversarial-networks
generative-model
gans
frameworks
research-paper
Updated Apr 12, 2019
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Lua
Updated Oct 30, 2017
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
Python
Updated Apr 4, 2018
in progress
Python
Updated Oct 25, 2017
Speech Enhancement Generative Adversarial Network in TensorFlow
speech
gan
tensorflow
deep-learning
deep-neural-networks
generative-model
generative-adversarial-networks
Python
Updated Aug 18, 2018
DanceNet -💃 💃 Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Python
Updated Aug 28, 2018
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lant…
deep-learning
generative-adversarial-network
seqgan
policy-gradient
nlp
generative-model
gan
natural-language-processing
natural-language-understanding
Python
Updated Sep 27, 2018
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/ab…
Python
Updated Dec 6, 2018
Stacked Generative Adversarial Networks
Python
Updated May 14, 2017
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Advers…
variational-autoencoder
generative-adversarial-network
gans
dcgan
cyclegan
generative-model
tutorial
tutorial-code
variational-inference
gaussian-mixture-models
auto-regressive-model
bayesian-classifiers
Jupyter Notebook
Updated Jan 21, 2019
Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
tensorflow
generative
generative-adversarial-network
generative-model
tensorflow-models
tensorflow-experiments
Python
Updated Aug 3, 2018
Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (…
dialogue-systems
end-to-end
deep-learning
generative-model
variational-autoencoder
chatbot
variational-bayes
cvae
OpenEdge ABL
Updated Nov 26, 2018
Observations and notes to understand the workings of neural network models and other thought experiments using Tensor…
neural-network
pruning
optimal-brain-damage
generative-adversarial-network
generative-model
uncertainty-neural-networks
Jupyter Notebook
Updated Nov 12, 2017
Style transfer using deep convolutional neural nets
Python
Updated Feb 14, 2017
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (V…
Jupyter Notebook
Updated Apr 5, 2018
A stable algorithm for GAN training
gan
unsupervised-learning
deep-learning
neural-network
generative-adversarial-network
generative-model
stability
paper
dragan
Jupyter Notebook
Updated Jul 16, 2018
Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing
Python
Updated Jan 24, 2018
Implementation of VLAE
generative-model
variational-inference
unsupervised-learning
feature-extraction
representation-learning
Python
Updated Dec 21, 2017
Video Frame Synthesis using Deep Voxel Flow (ICCV 2017 Oral)
Python
Updated Apr 25, 2019
Multi-style Generative Network for Real-time Transfer
Lua
Updated Nov 11, 2017
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/p…
tensorflow
generative-adversarial-network
generative-model
generative
tensorflow-experiments
tensorflow-models
wasserstein-gan
cramer-gan
Python
Updated Dec 10, 2017
Anime Generation
Python
Updated May 25, 2017
Semantic Image Inpainting
tensorflow
inpaint
image-processing
dcgan
gan
deep-learning
generative-adversarial-network
generative-model
Python
Updated Mar 12, 2019
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Python
Updated May 6, 2018