Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval.
Frederik WarburgMarco MianiSilas BrackSøren HaubergPublished in: CoRR (2023)
Keyphrases
- metric learning
- image retrieval
- distance metric
- distance metric learning
- feature space
- learning tasks
- machine learning and pattern recognition
- semi supervised
- pairwise
- multi task
- image database
- distance function
- mahalanobis metric
- bayesian networks
- dimensionality reduction
- image content
- image processing
- margin maximization
- labeled data
- machine learning algorithms
- semi supervised learning
- data sets
- maximum likelihood
- nearest neighbor
- pattern recognition
- machine learning