disentangled VAE

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf gptkb:model
gptkb:convolutional_neural_network
gptkbp:aimsTo learn disentangled representations
gptkbp:application image generation
semi-supervised learning
transfer learning
interpretability
fairness in AI
gptkbp:basedOn gptkb:convolutional_neural_network
https://www.w3.org/2000/01/rdf-schema#label disentangled VAE
gptkbp:introducedIn 2017
gptkbp:notableVariant gptkb:beta-VAE
DIP-VAE
FactorVAE
InfoVAE
TCVAE
gptkbp:objective separate latent factors of variation
gptkbp:relatedTo deep learning
generative models
gptkbp:usedIn unsupervised learning
representation learning
gptkbp:bfsParent gptkb:Variational_autoencoder
gptkbp:bfsLayer 6