Transfer Learning and Deep Metric Learning for Automated Galaxy Morphology Representation.
Mohamed Zayyan VariawaTerence L. van ZylMatthew WoolwayPublished in: IEEE Access (2022)
Keyphrases
- transfer learning
- metric learning
- learning tasks
- multi task
- multi task learning
- labeled data
- semi supervised learning
- knowledge transfer
- semi supervised
- active learning
- distance metric
- machine learning
- cross domain
- reinforcement learning
- transfer knowledge
- text classification
- dimensionality reduction
- unlabeled data
- kernel matrix
- image processing
- learning problems
- collaborative filtering
- text categorization
- machine learning algorithms
- pairwise
- data analysis
- query processing
- data sets
- learning algorithm
- gaussian processes
- learning environment
- high dimensional
- principal component analysis
- knowledge discovery
- distance function
- natural language processing
- text mining