ScaleFace: Uncertainty-aware Deep Metric Learning.
Roman KailKirill FedyaninNikita MuravevAlexey ZaytsevMaxim PanovPublished in: DSAA (2023)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- pairwise
- semi supervised
- machine learning and pattern recognition
- dimensionality reduction
- distance function
- multi task
- learning tasks
- person re identification
- nearest neighbor classification
- semi supervised clustering
- feature space
- mahalanobis metric
- euclidean distance
- background knowledge
- semi supervised learning
- margin maximization
- unsupervised learning
- maximum variance unfolding