Few-shot classification based on manifold metric learning.
Qing-Zhen ShangJinfu YangJiaqi MaJiahui ZhangPublished in: J. Electronic Imaging (2024)
Keyphrases
- metric learning
- distance metric learning
- nearest neighbor classification
- feature space
- distance metric
- machine learning and pattern recognition
- classification accuracy
- margin maximization
- manifold structure
- text classification
- semi supervised
- feature extraction
- pattern recognition
- supervised learning
- dimensionality reduction
- video sequences
- kernel learning
- pairwise
- manifold learning
- machine learning
- gender classification
- euclidean space
- class labels
- feature vectors
- low dimensional
- image classification
- domain knowledge
- feature selection
- fully supervised
- image processing
- nonlinear dimensionality reduction
- high dimensional
- kernel matrix
- data mining
- multi task
- unsupervised learning
- prior knowledge
- learning tasks
- naive bayes