Self-Supervised Denoising Transformer with Gaussian Process.
Rajeev YasarlaJeya Maria Jose ValanarasuVishwanath SVishal M. PatelPublished in: WACV (2024)
Keyphrases
- gaussian process
- denoising
- gaussian processes
- image denoising
- regression model
- model selection
- noisy images
- gaussian process regression
- approximate inference
- semi supervised
- natural images
- hyperparameters
- latent variables
- bayesian framework
- image processing
- expectation propagation
- gaussian process models
- sparse approximations
- marginal likelihood
- gaussian process classification
- noise level
- covariance function
- cross validation
- prior knowledge
- high dimensional
- pairwise
- learning algorithm