Proxy Anchor Loss for Deep Metric Learning.
Sungyeon KimDongwon KimMinsu ChoSuha KwakPublished in: CoRR (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised
- person re identification
- machine learning and pattern recognition
- learning tasks
- dimensionality reduction
- multi task
- distance function
- nearest neighbor classification
- semi supervised clustering
- feature space
- mahalanobis distance
- semi supervised learning
- mahalanobis metric
- semi definite programming
- similarity measure
- subject to linear constraints
- data sets
- support vector machine
- domain knowledge
- training data
- decision trees
- neural network