Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning.
Jongin LimSangdoo YunSeulki ParkJin Young ChoiPublished in: CVPR (2022)
Keyphrases
- metric learning
- pairwise
- distance metric
- distance metric learning
- semi supervised
- machine learning and pattern recognition
- learning tasks
- nearest neighbor classification
- multi task
- dimensionality reduction
- distance function
- mahalanobis metric
- semi supervised clustering
- semantic information
- feature space
- machine learning
- neural network
- semi supervised learning
- higher order
- maximum variance unfolding
- background knowledge
- labeled data
- supervised learning
- domain knowledge
- computer vision