Guided Deep Metric Learning.
Jorge Gonzalez-ZapataIván Reyes-AmezcuaDaniel Flores-AraizaMauricio Mendez-RuizGilberto Ochoa-RuizAndres Mendez-VazquezPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- learning tasks
- person re identification
- semi supervised
- multi task
- dimensionality reduction
- machine learning and pattern recognition
- distance function
- nearest neighbor classification
- feature space
- semi supervised clustering
- mahalanobis metric
- semi supervised learning
- subject to linear constraints
- margin maximization
- semi definite programming
- similarity search
- pattern recognition
- maximum variance unfolding
- support vector
- image processing