Improving Deep Metric Learning with Virtual Classes and Examples Mining.
Pierre JacobDavid PicardAymeric HistacePublished in: ICIP (2022)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- pairwise
- semi supervised
- machine learning and pattern recognition
- multi task
- learning tasks
- person re identification
- dimensionality reduction
- nearest neighbor classification
- distance function
- semi supervised clustering
- mahalanobis metric
- feature space
- semi definite programming
- text mining
- data mining
- labeled data
- unsupervised learning
- subject to linear constraints
- euclidean distance
- transfer learning
- learning experience
- supervised learning
- multi class
- knowledge discovery
- e learning