Classification is a Strong Baseline for Deep Metric Learning.
Andrew ZhaiHao-Yu WuPublished in: BMVC (2019)
Keyphrases
- metric learning
- distance metric learning
- nearest neighbor classification
- pattern recognition
- distance metric
- dimensionality reduction
- decision trees
- feature space
- classification accuracy
- machine learning and pattern recognition
- pairwise
- margin maximization
- support vector
- learning tasks
- image classification
- multi task
- feature selection
- semi supervised
- text classification
- machine learning
- class labels
- feature set
- supervised learning
- feature vectors
- feature extraction
- distance measure
- model selection
- distance function
- data points
- high dimensional
- kernel learning
- training set
- computer vision
- neural network
- mahalanobis metric