Deep Metric Learning using Similarities from Nonlinear Rank Approximations.
Konstantin SchallKai Uwe BarthelNico HezelKlaus JungPublished in: CoRR (2019)
Keyphrases
- metric learning
- distance metric
- pairwise similarities
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- dimensionality reduction
- learning tasks
- pairwise
- distance function
- multi task
- kernel matrix
- similarity measure
- mahalanobis metric
- feature space
- image processing
- semi supervised learning
- kernel pca
- distance measure
- computer vision
- subject to linear constraints
- machine learning
- semi definite programming
- domain knowledge
- learning algorithm