Projects in Awesome Lists tagged with dsprites
A curated list of projects in awesome lists tagged with dsprites .
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/google-deepmind/dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
beta-vae dataset disentanglement dsprites vae
Last synced: 17 Jun 2025
https://github.com/rpatrik96/ima-vae
This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).
disentanglement dsprites ica independent-component-analysis pytorch pytorch-lightning vae variational-autoencoder variational-inference wandb
Last synced: 16 Jun 2025
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
