Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept Manipulation.
Ziqiang LiRentuo TaoHongjing NiuBin LiPublished in: CoRR (2020)
Keyphrases
- correlation analysis
- latent space
- regression analysis
- correlation coefficient
- latent variables
- low dimensional
- cluster analysis
- gaussian process
- gaussian processes
- probabilistic latent semantic analysis
- generative model
- transfer learning
- manifold learning
- regression model
- parameter space
- machine learning
- gaussian mixture
- upper bound
- lower dimensional
- feature space
- computer vision