Informative Sample-Aware Proxy for Deep Metric Learning.
Aoyu LiIkuro SatoKohta IshikawaRei KawakamiRio YokotaPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- machine learning and pattern recognition
- person re identification
- pairwise
- dimensionality reduction
- learning tasks
- multi task
- nearest neighbor classification
- distance function
- semi supervised clustering
- mahalanobis metric
- semi supervised learning
- distance measure
- maximum variance unfolding
- subject to linear constraints
- learning problems
- euclidean distance
- sample size
- labeled data
- multi class
- domain knowledge
- feature vectors