Adaptive Proxy Anchor Loss for Deep Metric Learning.
Nguyen PhanSen TranTa Duc HuySoan T. M. DuongChanh D. Tr. NguyenTrung BuiSteven Q. H. TruongPublished in: ICIP (2022)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- pairwise
- person re identification
- dimensionality reduction
- machine learning and pattern recognition
- nearest neighbor classification
- multi task
- semi supervised
- distance function
- learning tasks
- mahalanobis metric
- feature space
- semi supervised clustering
- semi supervised learning
- pairwise constraints
- semi definite programming
- subject to linear constraints
- kernel learning
- manifold learning
- background knowledge
- similarity search
- data points
- domain knowledge