Deep Metric Learning with Hierarchical Triplet Loss.
Weifeng GeWeilin HuangDengke DongMatthew R. ScottPublished in: CoRR (2018)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- pairwise
- person re identification
- semi supervised
- nearest neighbor classification
- distance function
- feature space
- dimensionality reduction
- multi task
- learning tasks
- semi supervised clustering
- mahalanobis metric
- semi supervised learning
- semi definite programming
- subject to linear constraints
- training set
- database systems
- machine learning algorithms
- pairwise constraints
- unsupervised learning
- distance measure
- supervised learning
- query processing
- pattern recognition
- maximum variance unfolding
- machine learning