Multi-attribute and Multi-label Deep Metric Learning via Pair-based and Proxy-based Losses.
Shozo SaekiMinoru KawaharaHirohisa AmanPublished in: ICICT (2024)
Keyphrases
- multi label
- multi attribute
- metric learning
- learning tasks
- pairwise
- text categorization
- image classification
- utility function
- distance metric
- image annotation
- graph cuts
- multi task
- text classification
- binary classification
- semi supervised
- learning problems
- class labels
- multi dimensional
- dimensionality reduction
- feature space
- attribute values
- semi supervised learning
- distance function
- data mining
- similarity search
- feature selection
- multi class
- labeled data
- decision makers
- higher order
- supervised learning
- data analysis