Improved Deep Metric Learning with Multi-class N-pair Loss Objective.
Kihyuk SohnPublished in: NIPS (2016)
Keyphrases
- multi class
- metric learning
- pairwise
- multi task
- semi supervised
- distance metric
- multi class classification
- multi task learning
- learning tasks
- binary classification
- kernel matrix
- markov random field
- distance function
- support vector machine
- cost sensitive
- multiple classes
- dimensionality reduction
- feature space
- similarity measure
- gaussian processes
- multiple instance learning
- model selection
- kernel learning