Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric.
Xiruo JiangYazhou YaoXili DaiFumin ShenXian-Sheng HuaHeng Tao ShenPublished in: CoRR (2024)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- mahalanobis metric
- learning tasks
- semi supervised
- machine learning and pattern recognition
- distance function
- mahalanobis distance
- dimensionality reduction
- nearest neighbor classification
- pairwise
- learned metric
- semi supervised learning
- feature space
- multi task
- covariance matrix
- data sets
- subject to linear constraints
- pairwise constraints
- labeled data
- unsupervised learning
- support vector
- similarity measure
- machine learning