Improving Deep Metric Learning with Virtual Classes and Examples Mining.
Pierre JacobDavid PicardAymeric HistaceEdouard KleinPublished in: CoRR (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- learning tasks
- machine learning and pattern recognition
- person re identification
- nearest neighbor classification
- semi supervised clustering
- feature space
- dimensionality reduction
- distance function
- multi task
- text mining
- data mining
- mahalanobis metric
- semi supervised learning
- neural network
- data sets
- euclidean distance
- background knowledge
- supervised learning
- knowledge discovery
- active learning
- image processing
- maximum variance unfolding