Locality-Preserving Directions for Interpreting the Latent Space of Satellite Image GANs.
Georgia KourmouliNikos KostagiolasMihalis A. NicolaouYannis PanagakisPublished in: IEEE Geosci. Remote. Sens. Lett. (2024)
Keyphrases
- latent space
- manifold structure
- manifold learning
- low dimensional
- latent variables
- remote sensing
- gaussian process
- dimensionality reduction
- feature space
- parameter space
- generative model
- lower dimensional
- high dimensional
- gaussian processes
- matrix factorization
- probabilistic latent semantic analysis
- gaussian mixture
- transfer learning
- high dimensional data
- data points
- pairwise
- visual features
- dimension reduction
- machine learning
- semi supervised learning
- prior knowledge
- high resolution
- computer vision