Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval.
Frederik WarburgMarco MianiSilas BrackSøren HaubergPublished in: NeurIPS (2023)
Keyphrases
- metric learning
- image retrieval
- distance metric
- distance metric learning
- dimensionality reduction
- semi supervised
- feature space
- machine learning and pattern recognition
- learning tasks
- pairwise
- distance function
- multi task
- image database
- mahalanobis metric
- bayesian networks
- semi supervised learning
- data sets
- subject to linear constraints
- neural network
- image content
- visual features
- maximum likelihood
- supervised learning
- support vector
- gaussian processes
- multi class
- face recognition