Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks.
Liang ChengPrashant SinghFrancesco FerrantiPublished in: CoRR (2024)
Keyphrases
- transfer learning
- learning tasks
- labeled data
- knowledge transfer
- active learning
- nano scale
- cross domain
- reinforcement learning
- machine learning
- text categorization
- domain adaptation
- multi task
- manifold alignment
- target domain
- structure learning
- semi supervised learning
- machine learning algorithms
- semi supervised
- text classification
- learning algorithm
- cross domain learning
- collaborative filtering
- enabling technologies
- transfer knowledge
- object recognition
- data sets
- multiple sources
- network structure
- text mining
- domain specific