Sharing Matters for Generalization in Deep Metric Learning.
Timo MilbichKarsten RothBiagio BrattoliBjörn OmmerPublished in: CoRR (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- nearest neighbor classification
- learning tasks
- person re identification
- multi task
- machine learning and pattern recognition
- pairwise
- dimensionality reduction
- semi supervised clustering
- distance function
- semi supervised learning
- feature space
- mahalanobis metric
- machine learning
- semi definite programming
- subject to linear constraints
- learning machines
- text categorization
- prior knowledge
- high dimensional
- pattern recognition
- image processing
- feature selection