Ranked List Loss for Deep Metric Learning.
Xinshao WangYang HuaElyor KodirovGuosheng HuRomain GarnierNeil Martin RobertsonPublished in: CVPR (2019)
Keyphrases
- metric learning
- ranked list
- distance metric
- distance metric learning
- pairwise
- learning tasks
- dimensionality reduction
- multi task
- mahalanobis metric
- user queries
- relevant documents
- semi supervised
- feature space
- search queries
- distance function
- retrieval systems
- euclidean distance
- information retrieval systems
- return a ranked list
- background knowledge
- databases
- semi supervised learning
- web search
- active learning
- feature selection
- information retrieval