Towards Non-Parametric Models for Confidence Aware Image Prediction from Low Data using Gaussian Processes.
Nikhil U. ShindeFlorian RichterMichael C. YipPublished in: CoRR (2023)
Keyphrases
- gaussian processes
- data sets
- prior knowledge
- training data
- bayesian methods
- gaussian process
- image classification
- gaussian process models
- covariance function
- input data
- multi task learning
- edge detection
- data points
- probability distribution
- image segmentation
- image processing
- labeled data
- missing data
- random variables
- incomplete data
- probabilistic model
- high resolution