Deep Metric Learning with Soft Orthogonal Proxies.
Farshad Saberi-MovahedMohammad Kazem EbrahimpourFarid Saberi-MovahedMonireh MoshavashDorsa RahmatianMahvash MohazzebiMahdi ShariatzadehMahdi EftekhariPublished in: CoRR (2023)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- nearest neighbor classification
- machine learning and pattern recognition
- dimensionality reduction
- person re identification
- pairwise
- learning tasks
- distance function
- semi supervised clustering
- semi supervised learning
- mahalanobis metric
- multi task
- semi definite programming
- subject to linear constraints
- database systems
- maximum variance unfolding
- feature space
- multi class
- margin maximization
- prior knowledge
- face recognition