Sharing Matters for Generalization in Deep Metric Learning.
Timo MilbichKarsten RothBiagio BrattoliBjörn OmmerPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- metric learning
- distance metric
- semi supervised
- distance metric learning
- learning tasks
- machine learning and pattern recognition
- pairwise
- multi task
- nearest neighbor classification
- dimensionality reduction
- semi supervised clustering
- mahalanobis metric
- distance function
- semi supervised learning
- person re identification
- feature space
- subject to linear constraints
- learning machines
- unsupervised learning
- supervised learning
- semi definite programming
- pattern recognition
- reinforcement learning
- learning algorithm