Improving Deep Metric Learning by Divide and Conquer.
Artsiom SanakoyeuPingchuan MaVadim TschernezkiBjörn OmmerPublished in: CoRR (2021)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- semi supervised clustering
- machine learning and pattern recognition
- learning tasks
- multi task
- person re identification
- distance function
- nearest neighbor classification
- mahalanobis metric
- dimensionality reduction
- feature space
- subject to linear constraints
- nearest neighbor
- pattern recognition
- kernel learning
- euclidean distance
- supervised learning
- margin maximization
- image segmentation
- maximum variance unfolding
- decision trees
- e learning