Jointly Multi-Similarity Loss for Deep Metric Learning.
Li ZhangShitian ShenLingxiao LiHan WangXueying LiJun LangPublished in: ICDM (2021)
Keyphrases
- metric learning
- distance metric
- distance function
- nearest neighbor classification
- distance metric learning
- pairwise similarities
- machine learning and pattern recognition
- distance measure
- positive semi definite
- semi supervised
- euclidean distance
- pairwise
- learning tasks
- similarity measure
- multi task
- dimensionality reduction
- nearest neighbor
- knn
- semi supervised learning
- data points
- similarity metric
- feature space
- learning algorithm
- maximum variance unfolding
- mahalanobis metric
- subject to linear constraints
- image classification