The Group Loss for Deep Metric Learning.
Ismail EleziSebastiano VasconAlessandro TorcinovichMarcello PelilloLaura Leal-TaixéPublished in: ECCV (7) (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- dimensionality reduction
- pairwise
- semi supervised
- nearest neighbor classification
- feature space
- distance function
- semi supervised clustering
- multi task
- learning tasks
- person re identification
- mahalanobis metric
- subject to linear constraints
- semi definite programming
- background knowledge
- learning experience
- expectation maximization
- query processing
- similarity measure
- image processing
- maximum variance unfolding
- data mining
- neural network