Generalization bottleneck in deep metric learning.
Zhanxuan HuDanyang WuFeiping NieRong WangPublished in: Inf. Sci. (2021)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- pairwise
- semi supervised
- learning tasks
- person re identification
- semi supervised clustering
- nearest neighbor classification
- dimensionality reduction
- multi task
- distance function
- feature space
- mahalanobis metric
- semi supervised learning
- neural network
- semi definite programming
- transfer learning
- kernel learning
- euclidean distance
- labeled data
- pattern recognition
- feature extraction
- computer vision