Hierarchical Proxy-based Loss for Deep Metric Learning.
Zhibo YangMuhammet BastanXinliang ZhuDouglas GrayDimitris SamarasPublished in: CoRR (2021)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- dimensionality reduction
- pairwise
- machine learning and pattern recognition
- learning tasks
- distance function
- feature space
- nearest neighbor classification
- person re identification
- semi supervised clustering
- multi task
- semi supervised learning
- mahalanobis metric
- unsupervised learning
- pairwise constraints
- maximum variance unfolding
- neural network
- manifold learning
- markov random field
- supervised learning
- pattern recognition
- reinforcement learning
- semi definite programming
- feature extraction