Confusion-Based Metric Learning for Regularizing Zero-Shot Image Retrieval and Clustering.
Binghui ChenWeihong DengBiao WangLei ZhangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- metric learning
- distance metric
- semi supervised clustering
- image retrieval
- nearest neighbor classification
- pairwise similarities
- distance metric learning
- pairwise
- semi supervised
- learning tasks
- feature space
- distance function
- dimensionality reduction
- clustering algorithm
- multi task
- data points
- mahalanobis metric
- euclidean distance
- spectral clustering
- clustering method
- pairwise constraints
- high dimensional data
- distance measure
- k means
- neural network
- unsupervised learning
- learning problems
- semi supervised learning
- similarity measure
- decision trees
- subject to linear constraints