Guided Deep Metric Learning.
Jorge Gonzalez-ZapataIván Reyes-AmezcuaDaniel Flores-AraizaMauricio Mendez-RuizGilberto Ochoa-RuizAndres Mendez-VazquezPublished in: CVPR Workshops (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- learning tasks
- semi supervised
- pairwise
- machine learning and pattern recognition
- multi task
- person re identification
- dimensionality reduction
- nearest neighbor classification
- semi supervised clustering
- feature space
- distance function
- background knowledge
- mahalanobis metric
- data sets
- distance measure
- data analysis
- pattern recognition
- reinforcement learning
- image processing
- margin maximization
- knowledge base
- maximum variance unfolding
- machine learning