Metric learning vs classification for disentangled music representation learning.
Jongpil LeeNicholas J. BryanJustin SalamonZeyu JinJuhan NamPublished in: ISMIR (2020)
Keyphrases
- metric learning
- distance metric learning
- learning tasks
- distance metric
- margin maximization
- learning algorithm
- nearest neighbor classification
- supervised learning
- multi task
- unsupervised learning
- reinforcement learning
- pattern recognition
- image classification
- feature space
- prior knowledge
- kernel learning
- data mining
- machine learning algorithms
- classification accuracy
- feature extraction
- dimensionality reduction
- text mining
- text classification
- model selection
- image features
- support vector machine
- distance function
- active learning
- learning problems
- learning process
- feature vectors
- decision trees
- machine learning
- data sets