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Top 3 vae-pytorch open source projects

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.

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python pytorch generative-model vae representation-learning unsupervised-learning super-resolution cifar10 variational-autoencoder unsupervised-machine-learning cifar-10 vae-pytorch

benchmark VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

✭ 1,211

python benchmarking reproducible-research pytorch comparison vae pixel-cnn reproducibility beta-vae vae-gan normalizing-flows variational-autoencoder vq-vae wasserstein-autoencoder vae-implementation vae-pytorch

soft-intro-vae-pytorch

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

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Jupyter Notebook python pytorch vae image-generation density-estimation variational-autoencoder vae-pytorch cvpr2021 soft-introvae soft-intro-vae

1-3 of 3 vae-pytorch projects