Revisiting Training Strategies and Generalization Performance in Deep Metric Learning.
Karsten RothTimo MilbichSamarth SinhaPrateek GuptaBjörn OmmerJoseph Paul CohenPublished in: ICML (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised clustering
- learning tasks
- machine learning and pattern recognition
- semi supervised
- multi task
- dimensionality reduction
- feature space
- nearest neighbor classification
- mahalanobis metric
- learning machines
- distance function
- computer vision
- supervised learning
- training set
- semi definite programming
- neural network