dsprites topic
disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
Beta-VAE
Pytorch implementation of β-VAE
FactorVAE
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
disentangled_vae
Replicating "Understanding disentangling in β-VAE"
InfoGAN-CR
[ICML 2020] InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs
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 certa...
deep-active-inference-mc
Deep active inference agents using Monte-Carlo methods