Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering.
Chandan BiswasDebasis GangulyDwaipayan RoyUjjwal BhattacharyaPublished in: Inf. Process. Manag. (2023)
Keyphrases
- metric space
- weakly supervised
- metric learning
- fully supervised
- distance function
- distance metric
- semi supervised
- similarity search
- relation extraction
- data points
- topic models
- pairwise
- unsupervised learning
- euclidean distance
- high dimensional
- superpixels
- object class
- labeled data
- range queries
- knn
- learning tasks
- high dimensional data
- semi supervised learning
- distance measure
- dimensionality reduction
- nearest neighbor
- machine learning
- named entities
- feature space
- multi dimensional
- multi task
- object detection
- object detectors
- active learning
- image retrieval