Deep Metric Learning Beyond Binary Supervision.
Sungyeon KimMinkyo SeoIvan LaptevMinsu ChoSuha KwakPublished in: CVPR (2019)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- machine learning and pattern recognition
- semi supervised
- learning tasks
- pairwise
- dimensionality reduction
- nearest neighbor classification
- person re identification
- semi supervised clustering
- multi task
- feature space
- distance function
- mahalanobis metric
- maximum variance unfolding
- background knowledge
- active learning
- machine learning
- semi supervised learning
- labeled data
- unsupervised learning
- margin maximization
- e learning