Non-isotropy Regularization for Proxy-based Deep Metric Learning.
Karsten RothOriol VinyalsZeynep AkataPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised
- machine learning and pattern recognition
- dimensionality reduction
- kernel matrix
- multi task
- mahalanobis distance
- semi supervised clustering
- distance function
- learning tasks
- semi supervised learning
- mahalanobis metric
- data sets
- kernel learning
- pairwise constraints
- unsupervised learning
- pattern recognition
- feature extraction
- decision trees