Face editing using a regression-based approach in the StyleGAN latent space.
Saeid MotiianSiavash KhodadadehShabnam GhadarBaldo FaietaLadislau BölöniPublished in: BMVC (2022)
Keyphrases
- latent space
- gaussian processes
- latent variables
- gaussian process
- low dimensional
- regression model
- feature space
- lower dimensional
- generative model
- high dimensional
- dimensionality reduction
- manifold learning
- probabilistic latent semantic analysis
- distance metric
- parameter space
- gaussian process latent variable models
- matrix factorization
- model selection
- principal component analysis
- probabilistic model
- pairwise
- support vector
- similarity measure