It Takes Two to Tango: Mixup for Deep Metric Learning.
Shashanka VenkataramananBill PsomasEwa KijakLaurent AmsalegKonstantinos KarantzalosYannis AvrithisPublished in: ICLR (2022)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- semi supervised
- dimensionality reduction
- person re identification
- nearest neighbor classification
- learning tasks
- pairwise
- multi task
- machine learning and pattern recognition
- distance function
- mahalanobis metric
- feature space
- semi supervised clustering
- neural network
- background knowledge
- semi supervised learning
- domain knowledge
- semi definite programming
- subject to linear constraints