vae

Here are 626 public repositories matching this topic...

ddbourgin / numpy-ml

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

Updated Dec 5, 2022
Python

wiseodd / generative-models

Star

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

machine-learning tensorflow pytorch gan generative-model vae restricted-boltzmann-machine rbm

Updated May 17, 2022
Python

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

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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。

dcgan vae image-generation pix2pix image-to-image nerual-style cycle-gan deepface deepfakes tensorflow2 style-gan deepnude zao sin-gan

Updated Oct 2, 2021
Python

AntixK / PyTorch-VAE

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A Collection of Variational Autoencoders (VAE) in PyTorch.

deep-learning reproducible-research architecture pytorch vae beta-vae paper-implementations gumbel-softmax celeba-dataset wae variational-autoencoders pytorch-implementation dfc-vae iwae vqvae vae-implementation pytorch-vae

Updated Jul 7, 2022
Python

hwalsuklee / tensorflow-generative-model-collections

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Collection of generative models in Tensorflow

Updated Aug 8, 2022
Python

PacktPublishing / Advanced-Deep-Learning-with-Keras

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Advanced Deep Learning with Keras, published by Packt

reinforcement-learning deep-learning keras gan autoencoder vae

Updated Dec 16, 2022
Python

YangLing0818 / Diffusion-Models-Papers-Survey-Taxonomy

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Diffusion model papers, survey, and taxonomy

survey generative-adversarial-network generative-model vae text-to-image image-to-image-translation diffusion-models stable-diffusion

Updated Nov 23, 2022

clementchadebec / benchmark_VAE

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Unifying Generative Autoencoder implementations in Python

python benchmarking machine-learning research deep-learning reproducible-research pytorch comparison reproducible-science generative-model vae pixel-cnn reproducibility autoencoders vae-gan normalizing-flows variational-autoencoders vq-vae vae-implementation

Updated Dec 16, 2022
Python

altosaar / variational-autoencoder

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Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

learning machine-learning deep-neural-networks deep-learning tensorflow deep pytorch vae unsupervised-learning variational-inference probabilistic-graphical-models variational-autoencoder autoregressive-neural-networks

Updated Nov 11, 2021
Python

matthewvowels1 / Awesome-VAEs

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A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

deep-learning generative-model vae awesome-list representation-learning unsupervised-learning variational-inference variational-autoencoder variational-bayes disentanglement variational-auto-encoder disentangled-representations

Updated Jul 11, 2021

YannDubs / disentangling-vae

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Experiments for understanding disentanglement in VAE latent representations

deep-learning reproducible-research pytorch mnist chairs-dataset vae representation-learning unsupervised-learning beta-vae celeba variational-autoencoder disentanglement dsprites fashion-mnist disentangled-representations factor-vae beta-tcvae

Updated Apr 4, 2021
Python

ikostrikov / TensorFlow-VAE-GAN-DRAW

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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 draw recurrent-neural-networks gan vae

Updated Apr 18, 2017
Python

ritheshkumar95 / pytorch-vqvae

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Vector Quantized VAEs - PyTorch Implementation

deep-learning pytorch vae generative-models vq-vae

Updated Jul 23, 2019
Python

timbmg / Sentence-VAE

Sponsor

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PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

nlp deep-learning neural-network pytorch generative-model vae ptb

Updated Nov 9, 2021
Python

nghorbani / human_body_prior

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VPoser: Variational Human Pose Prior

motion human vae pose-estimation pose prior

Updated Oct 25, 2022
Jupyter Notebook

AmazingDD / daisyRec

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This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.

afm slim pytorch collaborative-filtering matrix-factorization vae recommender-system factorization-machines ease k-nearest-neighbors item2vec deepfm neural-collaborative-filtering neumf cdae nfm svdpp biasmf

Updated Dec 12, 2022
Python

hwalsuklee / tensorflow-mnist-VAE

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Tensorflow implementation of variational auto-encoder for MNIST

tensorflow mnist autoencoder vae dae denoising-autoencoders variational-autoencoder

Updated Apr 11, 2017
Python

shayneobrien / generative-models

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Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN