Projects in Awesome Lists tagged with beta-vae
A curated list of projects in awesome lists tagged with beta-vae .
https://github.com/antixk/pytorch-vae
A Collection of Variational Autoencoders (VAE) in PyTorch.
architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae
Last synced: 13 May 2025
https://github.com/AntixK/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae
Last synced: 01 May 2025
https://github.com/clementchadebec/benchmark_vae
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder
Last synced: 14 May 2025
https://github.com/clementchadebec/benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder
Last synced: 29 Apr 2025
https://github.com/yanndubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder
Last synced: 12 Apr 2025
https://github.com/deepmind/dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
beta-vae dataset disentanglement dsprites vae
Last synced: 14 Dec 2024
https://github.com/google-deepmind/dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
beta-vae dataset disentanglement dsprites vae
Last synced: 27 Nov 2024
https://github.com/minitechy/betavae_variants
beta-VAE variants trained using deep neural networks on the dSprites dataset with PyTorch
beta-vae deep-neural-networks disentanglement dsprites mig mutual-information pytorch sap
Last synced: 15 Mar 2025
https://github.com/suzuki-2001/pytorch-provlae
Pytorch Implementation of proVLAE
3dshapes beta-vae disentangled-representations disentanglement imagenet mnist pytorch vae
Last synced: 03 Dec 2024
https://github.com/zombietdv/cnn_and_beta-vae-
CNN and Beta-VAE implementation. Only Numpy as the main library.
automatic-differentiation backpropagation-algorithm beta-vae cnn deep-learning numpy optimization-algorithms
Last synced: 21 Mar 2025
https://github.com/kiwi0fruit/talking-regressor
It's a repo for figuring out ways how to get automatic text summaries to Auto-ML models that perform regression (get compressed and factorized latent representation). Ideally it should be even able to answer questions on properties of that model.
beta-tcvae beta-vae disentangled-representations gpt gpt-2 gpt2 language-model vae
Last synced: 05 Mar 2025
https://github.com/minitechy/betavae_recon
Augmenting Reconstruction Accuracy in beta-VAE Model through Linear Gaussian Framework
beta-vae machine-learning nonlinear-optimization numerical-analysis
Last synced: 28 Mar 2025
https://github.com/minitechy/betavae_dis
Investigating Disentanglement in beta-VAE within a Linear Gaussian Setting
beta-vae machine-learning nonlinear-optimization numerical-analysis
Last synced: 28 Mar 2025