LOFReg: An outlier-based regulariser for deep metric learning.
Eleni KamenouJesús Martínez del RincónPaul MillerPatricia Devlin-HillSamuel BudgettFederico AngeliniCharlotte GrinyerPublished in: Comput. Vis. Image Underst. (2023)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- learning tasks
- multi task
- semi supervised
- pairwise
- machine learning and pattern recognition
- dimensionality reduction
- distance function
- semi supervised clustering
- nearest neighbor classification
- mahalanobis metric
- feature space
- subject to linear constraints
- velocity field
- semi supervised learning
- learning algorithm
- machine learning
- euclidean distance
- distance measure
- semi definite programming
- similarity search
- data sets
- graph cuts
- learning environment
- feature extraction
- data mining
- neural network