SEE: Spherical Embedding Expansion for Improving Deep Metric Learning.
Binh Minh LeSimon S. WooPublished in: PAKDD (2) (2024)
Keyphrases
- metric learning
- maximum variance unfolding
- distance metric
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- distance function
- pairwise
- nearest neighbor classification
- dimensionality reduction
- nonlinear dimensionality reduction
- feature space
- multi task
- learning tasks
- semi supervised clustering
- subject to linear constraints
- mahalanobis metric
- e learning
- kernel methods
- semi supervised learning
- multi class
- image features
- domain knowledge
- reinforcement learning
- feature extraction
- image processing