Hyp-UML: Hyperbolic Image Retrieval with Uncertainty-aware Metric Learning.
Shiyang YanZongxuan LiuLin XuPublished in: CoRR (2023)
Keyphrases
- metric learning
- image retrieval
- distance metric
- distance metric learning
- pairwise
- feature space
- machine learning and pattern recognition
- semi supervised
- nearest neighbor classification
- learning tasks
- multi task
- image database
- distance function
- mahalanobis metric
- dimensionality reduction
- semi supervised learning
- relevance feedback
- maximum variance unfolding
- subject to linear constraints
- margin maximization
- image annotation
- visual features
- e learning
- machine learning