Self-Taught Metric Learning without Labels.
Sungyeon KimDongwon KimMinsu ChoSuha KwakPublished in: CVPR (2022)
Keyphrases
- metric learning
- pairwise
- fully supervised
- distance metric learning
- distance metric
- semi supervised
- pairwise constraints
- learning tasks
- machine learning and pattern recognition
- nearest neighbor classification
- dimensionality reduction
- feature space
- mahalanobis metric
- distance function
- multi task
- semi supervised clustering
- semi supervised learning
- subject to linear constraints
- multi class
- maximum variance unfolding
- multi label
- training examples
- labeled data
- training set
- training data
- class labels
- learning problems
- data sets
- knn
- high dimensional
- machine learning