factor-vae

There are 1 repository under factor-vae topic.

YannDubs / disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
beta-vae factor-vae vae variational-autoencoder unsupervised-learning celeba dsprites beta-tcvae disentangled-representations chairs-dataset mnist fashion-mnist representation-learning reproducible-research deep-learning pytorch disentanglement
Language:Python 765
1Konny / FactorVAE
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
factorvae beta-vae vae disentangled-representations unsupervised-learning celeba chairs-dataset factor-vae dsprites
Language:Python 254
trungnt13 / odin-ai
Orgainzed Digital Intelligent Network (O.D.I.N)
deep-learning deep-neural-networks speech-processing image-processing natural-language-processing text-processing probabilistic-programming probabilistic-graphical-models graph-algorithms bayesian-methods machine-learning variational-autoencoder variational-autoencoders factor-vae semi-supervised-learning disentangled-representations disentanglement-learning generative-model
Language:Python 21
paruby / FactorVAE
A implementation of FactorVAE from the paper Disentangling by Factorising, Kim & Mnih 2018 (https://arxiv.org/pdf/1802.05983.pdf )
factor-vae
Language:Python 16
nicolasigor / FactorVAE
A TensorFlow implementation of FactorVAE, proposed in "Disentangling by Factorising" by Kim et al.
factor-vae factorvae vae disentangled-representations unsupervised-learning dsprites mine tensorflow machine-learning deep-learning deep-neural-networks
Language:Python 7