Latents2Semantics: Leveraging the Latent Space of Generative Models for Localized Style Manipulation of Face Images.
Snehal Singh TomarA. N. RajagopalanPublished in: CoRR (2023)
Keyphrases
- generative model
- face images
- latent space
- face recognition
- probabilistic model
- facial expressions
- human faces
- principal component analysis
- feature vectors
- low resolution
- facial features
- bayesian framework
- prior knowledge
- input image
- training set
- latent dirichlet allocation
- face databases
- em algorithm
- latent variables
- feature points
- feature extraction
- topic models
- semi supervised
- high resolution
- expectation maximization
- decision trees
- gaussian process
- feature space
- sparse coding
- lower dimensional