Deep Metric Learning Beyond Binary Supervision.
Sungyeon KimMinkyo SeoIvan LaptevMinsu ChoSuha KwakPublished in: CoRR (2019)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- machine learning and pattern recognition
- learning tasks
- dimensionality reduction
- nearest neighbor classification
- semi supervised clustering
- pairwise
- multi task
- active learning
- distance function
- feature space
- semi supervised learning
- person re identification
- mahalanobis metric
- margin maximization
- semi definite programming
- unsupervised learning
- training set
- support vector
- computer vision
- maximum variance unfolding
- data mining