A New Similarity Space Tailored for Supervised Deep Metric Learning.
Pedro H. BarrosFabiane QueirozFlavio FigueredoJefersson A. dos SantosHeitor S. RamosPublished in: CoRR (2020)
Keyphrases
- metric learning
- distance metric
- semi supervised
- positive semi definite
- distance function
- nearest neighbor classification
- learning tasks
- distance metric learning
- pairwise similarities
- pairwise
- mahalanobis metric
- euclidean distance
- machine learning and pattern recognition
- dimensionality reduction
- multi task
- supervised learning
- similarity function
- unsupervised learning
- active learning
- distance measure
- low dimensional
- multiple instance learning
- knn
- data points
- knowledge base
- subject to linear constraints