Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization.
Sheng ZhongShifu ZhouPublished in: CoRR (2020)
Keyphrases
- image super resolution
- latent space
- generative model
- gaussian process latent variable models
- latent variables
- super resolution
- low resolution
- low dimensional
- gaussian process
- dimensionality reduction
- high resolution
- edge preserving
- probabilistic model
- maximum a posteriori
- image patches
- semi supervised
- image registration
- feature space
- sparse representation
- distance metric
- unsupervised learning
- parameter space
- higher order
- motion estimation
- data points
- feature vectors