Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
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Jan 31, 2019 - Python
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generative-model
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Collection of generative models in Tensorflow
tensorflow
gan
mnist
infogan
generative-model
vae
ebgan
generative-adversarial-networks
wgan
cvae
lsgan
variational-autoencoder
began
cgan
wgan-gp
generative-models
dragan
acgan
fashion-mnist
improved-wgan
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Jul 21, 2018 - Python
Code for the paper "Jukebox: A Generative Model for Music"
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Jun 11, 2020 - Python
[CVPR2020] Adversarial Latent Autoencoders
python
machine-learning
computer-vision
deep-learning
neural-network
paper
pytorch
generative-adversarial-network
gan
generative-model
autoencoder
celeba
paper-implementations
face-generation
pytorch-implementation
celeba-hq
stylegan
ffhq
cvpr2020
alae
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Jun 20, 2020 - Python
surya501
commented
Apr 14, 2017
I started training with Celeb database, but around 50k iteration, the loss goes to NaN & k_t goes to 1. Have you seen this before.
10%|█████▎ | 49650/500000 [5:29:56<49:13:32, 2.54it/s][49650/500000] Loss_D: 0.112764 Loss_G: 0.053848 measure: 0.1190, k_t: 0.0458
10%|█████▎ | 49700/500000 [5:30:16<49:18
Speech Enhancement Generative Adversarial Network in TensorFlow
deep-neural-networks
deep-learning
tensorflow
speech
gan
generative-model
generative-adversarial-networks
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May 26, 2020 - Python
Simplest working implementation of Stylegan2 in Pytorch
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Jun 26, 2020 - Python
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
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Dec 10, 2019 - Python
DanceNet -💃 💃 Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
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Sep 15, 2019 - Python
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
nlp
natural-language-processing
deep-learning
generative-adversarial-network
gan
generative-model
policy-gradient
natural-language-understanding
seqgan
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Sep 27, 2018 - Python
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
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Jun 23, 2020 - Python
Stacked Generative Adversarial Networks
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May 14, 2017 - Python
Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
tensorflow
generative-adversarial-network
generative-model
tensorflow-experiments
generative
tensorflow-models
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Aug 3, 2018 - Python
Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing
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Jan 24, 2018 - Python
Implementation of VLAE
feature-extraction
generative-model
representation-learning
unsupervised-learning
variational-inference
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Dec 21, 2017 - Python
Style transfer using deep convolutional neural nets
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Feb 14, 2017 - Python
Video Frame Synthesis using Deep Voxel Flow (ICCV 2017 Oral)
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Apr 25, 2019 - Python
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
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May 6, 2018 - Python
Tensorflow implementation of CVPR 2018 paper "Disentangled Person Image Generation"
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Jul 5, 2019 - Python
Semantic Image Inpainting
deep-learning
tensorflow
image-processing
generative-adversarial-network
gan
dcgan
generative-model
inpaint
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Mar 12, 2019 - Python
Anime Generation
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May 25, 2017 - Python
Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"
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Jan 21, 2020 - Python
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
tensorflow
generative-adversarial-network
generative-model
tensorflow-experiments
generative
tensorflow-models
wasserstein-gan
cramer-gan
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Dec 10, 2017 - Python
[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
computer-vision
deep-learning
pytorch
generative-adversarial-network
generative-model
image-manipulation
image-generation
gans
image-translation
hand-gestures
dayton
image-to-image-translation
semantic-maps
hand-gesture
controllable
acmmm2018
cross-view
cvusa-dataset
gesture-translation
hand-skeletons
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Jun 11, 2020 - Python
deep-learning
image-processing
generative-model
image-manipulation
image-generation
texture-synthesis
texture-generation
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Jun 26, 2020 - Python
PyTorch Implementation of Generative Query Network
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Dec 13, 2018 - Python
Unsupervised learning and generative models in python/pytorch.
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Apr 21, 2020 - Python
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
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Jan 17, 2017 - Python
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Background
TorchGAN started out with a primary focus on GANs. But recent literature has suggested that GANs are being used in time series modeling, NLP, etc. Hence the name
Trainersends the wrong message.Proposal
TrainerandParallelTrainerin v0.0.4 and completely remove them in v0.0.5+ImageTrainerandParallelImageTrainerwhich are exac