vae

There are 9 repositories under vae topic.

ddbourgin / numpy-ml
Machine learning, in numpy
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm wgan-gp attention reinforcement-learning good-turing-smoothing knn mfcc gaussian-processes word2vec
Language:Python 14578
wiseodd / generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
gan generative-model machine-learning pytorch rbm restricted-boltzmann-machine tensorflow vae
Language:Python 7272
AntixK / PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
pytorch pytorch-implementation vae vae-implementation deep-learning reproducible-research paper-implementations pytorch-vae variational-autoencoders architecture beta-vae vqvae gumbel-softmax celeba-dataset iwae wae dfc-vae
Language:Python 6059
yuanxiaosc / DeepNude-an-Image-to-Image-technology
DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。
image-to-image pix2pix cycle-gan dcgan style-gan vae nerual-style deepnude deepfakes image-generation tensorflow2 deepface zao sin-gan
Language:Python 5136
hwalsuklee / tensorflow-generative-model-collections
Collection of generative models in Tensorflow
acgan began cgan cvae dragan ebgan fashion-mnist gan generative-adversarial-networks generative-model generative-models improved-wgan infogan lsgan mnist tensorflow vae variational-autoencoder wgan wgan-gp
Language:Python 3903
PacktPublishing / Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
keras gan vae reinforcement-learning autoencoder deep-learning
Language:Python 1733
clementchadebec / benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
vae benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder
Language:Python 1698
amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
ddpm denoising diffusion diffusion-models generation generative-models medical-imaging reconstruction sde segmentation vae ncsn deep-learning machine-learning score-based score-matching
1158
jaanli / variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
vae machine-learning tensorflow variational-autoencoder variational-inference probabilistic-graphical-models deep learning deep-learning deep-neural-networks pytorch unsupervised-learning autoregressive-neural-networks
Language:Python 1121
ritheshkumar95 / pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
deep-learning generative-models pytorch vae vq-vae
Language:Python 791
YannDubs / disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
beta-vae factor-vae vae variational-autoencoder unsupervised-learning celeba dsprites beta-tcvae disentangled-representations chairs-dataset mnist fashion-mnist representation-learning reproducible-research deep-learning pytorch disentanglement
Language:Python 769
matthewvowels1 / Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
vae variational-autoencoder awesome-list disentanglement disentangled-representations representation-learning deep-learning generative-model unsupervised-learning variational-inference variational-auto-encoder variational-bayes
755
nghorbani / human_body_prior
VPoser: Variational Human Pose Prior
vae prior human motion pose-estimation pose
Language:Jupyter Notebook 746
msurtsukov / neural-ode
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
jupyter-notebook neural-ode pytorch vae
Language:Jupyter Notebook 636
ikostrikov / TensorFlow-VAE-GAN-DRAW
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).
tensorflow vae gan draw recurrent-neural-networks
Language:Python 594
timbmg / Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
pytorch nlp vae deep-learning neural-network generative-model ptb
Language:Python 577
timbmg / VAE-CVAE-MNIST
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
cvae deep-learning latent-variable-models mnist pytorch vae variational-autoencoder
Language:Python 555
AmazingDD / daisyRec
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)
recommender-system matrix-factorization factorization-machines item2vec k-nearest-neighbors pytorch slim neural-collaborative-filtering svdpp biasmf collaborative-filtering neumf deepfm nfm cdae vae afm ease
Language:Python 545
AspirinCode / papers-for-molecular-design-using-DL
List of molecular design using Generative AI and Deep Learning
deep-generative-models diffusion drug-design energy-based-model gan generative-ai gnns lstm molecular-design prompt-learning reinforcement-learning rnn score-based-generative-models transformer vae
526
1Konny / Beta-VAE
Pytorch implementation of β-VAE
beta-vae vae disentangled-representations unsupervised-learning celeba chairs-dataset dsprites
Language:Python 504
zalandoresearch / pytorch-vq-vae
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
deep-learning pytorch vae vq-vae
Language:Jupyter Notebook 501
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
python generative-adversarial-network machine-learning pytorch discriminator gan wasserstein vae generative-models began dragan autoencoder infogan lsgan mmgan nsgan ragan wgan fgan fishergan
Language:Jupyter Notebook 494
hwalsuklee / tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
tensorflow mnist vae variational-autoencoder denoising-autoencoders autoencoder dae
Language:Python 491
nadavbh12 / VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch
deep-learning deep-neural-networks mnist pytorch vae vq-vae
Language:Python 471
google-deepmind / dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
vae beta-vae disentanglement dataset dsprites
Language:Jupyter Notebook 469
Schlumberger / joint-vae
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:
disentangled-representations disentanglement gumbel-softmax vae generative-models pytorch
Language:Jupyter Notebook 458
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
dqn reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym ddpg rl-algorithms openai openai-gym robotics experience-replay mujoco mujoco-py policy-gradient gan generative-adversarial-network vae vae-gan variational-autoencoder
Language:Python 441
pkmital / pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
deep-learning neural-network tutorial mooc gan vae vae-gan pixelcnn wavenet magenta nsynth tensorflow celeba cyclegan dcgan word2vec glove autoregressive conditional course
Language:Python 366
ChunyuanLI / Optimus
Optimus: the first large-scale pre-trained VAE language model
language-model pretrained-models vae vae-pytorch
Language:Python 357
kefirski / pytorch_RVAE
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
pytorch python vae deep-learning nlp
Language:Python 356
deterministic-algorithms-lab / Cross-Lingual-Voice-Cloning
Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.
text-to-speech voice-cloning multi-lingual pytorch vae
Language:Jupyter Notebook 353
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
recommendation-system bert4rec ae dae vae pytorch
Language:Python 337
nicola-decao / s-vae-pytorch
Pytorch implementation of Hyperspherical Variational Auto-Encoders
deep-learning hyperspherical-vae machine-learning manifold-learning pytorch vae variational-autoencoder von-mises-fisher
Language:Python 337
Lofi
jacbz / Lofi
ML-supported lo-fi music generator
music machine-learning vae tonejs lofi-music pytorch flask typescript lofi
Language:TypeScript 328
keonlee9420 / PortaSpeech
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
text-to-speech normalizing-flows generative-model deep-neural-networks pytorch tts speech-synthesis neural-tts non-autoregressive portable-tts vae fastspeech hifi-gan non-ar mel-gan high-quality
Language:Python 328
kpandey008 / DiffuseVAE
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
controllable-generation ddpm diffusion-models generative-model latent-variable-models vae
Language:Python 322

vae

ddbourgin / numpy-ml

wiseodd / generative-models

AntixK / PyTorch-VAE

yuanxiaosc / DeepNude-an-Image-to-Image-technology

hwalsuklee / tensorflow-generative-model-collections

PacktPublishing / Advanced-Deep-Learning-with-Keras

clementchadebec / benchmark_VAE

amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging

jaanli / variational-autoencoder

ritheshkumar95 / pytorch-vqvae

YannDubs / disentangling-vae

matthewvowels1 / Awesome-VAEs

nghorbani / human_body_prior

msurtsukov / neural-ode

ikostrikov / TensorFlow-VAE-GAN-DRAW

timbmg / Sentence-VAE

timbmg / VAE-CVAE-MNIST

AmazingDD / daisyRec

AspirinCode / papers-for-molecular-design-using-DL

1Konny / Beta-VAE

zalandoresearch / pytorch-vq-vae

shayneobrien / generative-models

hwalsuklee / tensorflow-mnist-VAE

nadavbh12 / VQ-VAE

google-deepmind / dsprites-dataset

Schlumberger / joint-vae

navneet-nmk / pytorch-rl

pkmital / pycadl

ChunyuanLI / Optimus

kefirski / pytorch_RVAE

deterministic-algorithms-lab / Cross-Lingual-Voice-Cloning

jaywonchung / BERT4Rec-VAE-Pytorch

nicola-decao / s-vae-pytorch

jacbz / Lofi

keonlee9420 / PortaSpeech

kpandey008 / DiffuseVAE