Piecewise-Linear Manifolds for Deep Metric Learning.
Shubhang BhatnagarNarendra AhujaPublished in: CoRR (2024)
Keyphrases
- piecewise linear
- metric learning
- principal curves
- manifold structure
- distance metric
- distance metric learning
- feature space
- semi supervised
- pairwise
- dimensionality reduction
- distance function
- manifold learning
- multi task
- learning tasks
- dynamic programming
- low dimensional
- regression algorithm
- labeled data
- hyperplane
- semi supervised learning
- euclidean space
- data points
- machine learning
- background knowledge
- learning experience
- data sets
- unsupervised learning
- high dimensional
- training set
- pattern recognition
- data mining