Generalizable Embeddings with Cross-batch Metric Learning.
Yeti Ziya GurbuzA. Aydin AlatanPublished in: CoRR (2023)
Keyphrases
- metric learning
- dimensionality reduction
- distance metric
- distance metric learning
- pairwise
- machine learning and pattern recognition
- semi supervised
- person re identification
- nearest neighbor classification
- feature space
- manifold learning
- multi task
- low dimensional
- learning tasks
- semi supervised clustering
- euclidean space
- mahalanobis metric
- vector space
- pattern recognition
- distance function
- distance measure
- euclidean distance
- kernel learning
- high dimensional
- neural network
- high dimensional data
- semi definite programming
- maximum variance unfolding
- semi supervised learning
- labeled data
- data points
- data sets
- unsupervised learning
- principal component analysis
- domain knowledge
- active learning
- training data
- learning algorithm
- subject to linear constraints