Unrestricted deep metric learning using neural networks interaction.
Soheil MehralianMohammad TeshnehlabBabak NasersharifPublished in: Pattern Anal. Appl. (2021)
Keyphrases
- metric learning
- neural network
- distance metric
- distance metric learning
- semi supervised
- pairwise
- nearest neighbor classification
- person re identification
- machine learning and pattern recognition
- dimensionality reduction
- learning tasks
- pattern recognition
- feature space
- multi task
- distance function
- mahalanobis metric
- semi supervised clustering
- nonlinear dimensionality reduction
- data points
- semi definite programming
- margin maximization
- subject to linear constraints