dsprites topic

Experiments for understanding disentanglement in VAE latent representations

YannDubs

Pytorch implementation of β-VAE

1Konny

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

1Konny

Dataset to assess the disentanglement properties of unsupervised learning methods

google-deepmind

Replicating "Understanding disentangling in β-VAE"

miyosuda

[ICML 2020] InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs

fjxmlzn

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...

rpatrik96

Deep active inference agents using Monte-Carlo methods

zfountas