A Metric Learning Reality Check.
Kevin MusgraveSerge J. BelongieSer-Nam LimPublished in: ECCV (25) (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- learning tasks
- pairwise
- dimensionality reduction
- multi task
- semi supervised
- person re identification
- semi supervised clustering
- mahalanobis metric
- machine learning and pattern recognition
- nearest neighbor classification
- distance function
- feature space
- semi supervised learning
- feature selection
- semi definite programming
- margin maximization
- high dimensional
- kernel learning
- multi class
- active learning
- information gain
- training set
- data analysis
- pattern recognition
- learning algorithm
- maximum variance unfolding
- machine learning