dsprites

There are 10 repositories under dsprites topic.

  • YannDubs/disentangling-vae

    Experiments for understanding disentanglement in VAE latent representations

    Language:Python7961424146

  • 1Konny/Beta-VAE

    Pytorch implementation of β-VAE

    Language:Python525819125

  • google-deepmind/dsprites-dataset

    Dataset to assess the disentanglement properties of unsupervised learning methods

    Language:Jupyter Notebook48215669

  • 1Konny/FactorVAE

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

    Language:Python26271148

  • miyosuda/disentangled_vae

    Replicating "Understanding disentangling in β-VAE"

    Language:Python1958738

  • zfountas/deep-active-inference-mc

    Deep active inference agents using Monte-Carlo methods

    Language:Python844315

  • fjxmlzn/InfoGAN-CR

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

    Language:Python41568

  • 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).

    Language:Jupyter Notebook22300

  • nicolasigor/FactorVAE

    A TensorFlow implementation of FactorVAE, proposed in "Disentangling by Factorising" by Kim et al.

    Language:Python7213

  • saashd/controlVAE

    ML2 Project following ControlVAE: Tuning, Analytical Properties, and Performance Analysis

    Language:Jupyter Notebook3200