In situ compression artifact removal in scientific data using deep transfer learning and experience replay.
Sandeep MadireddyJi Hwan ParkSunwoo LeePrasanna BalaprakashShinjae YooWei-keng LiaoCory D. HauckM. Paul LaiuRichard ArchibaldPublished in: Mach. Learn. Sci. Technol. (2021)
Keyphrases
- transfer learning
- scientific data
- bitmap indices
- learning tasks
- bitmap indexes
- data management
- machine learning
- data collection
- labeled data
- massive amounts of data
- reinforcement learning
- knowledge transfer
- cross domain
- scientific information
- structure learning
- scientific data management
- active learning
- scientific data sets
- transfer knowledge
- domain adaptation
- scientific disciplines
- multi task
- text classification
- target domain
- compression algorithm
- manifold alignment
- machine learning algorithms
- text categorization
- collaborative filtering
- compression scheme
- image compression
- transferring knowledge
- data compression
- data sets
- unlabeled data
- semi supervised
- information extraction
- data points
- metadata
- databases