More From Less: Self-Supervised Knowledge Distillation for Information-Sparse Histopathology Data.
Lucas FarndaleRobert InsallKe YuanPublished in: CoRR (2023)
Keyphrases
- raw data
- prior knowledge
- missing information
- enormous amounts
- complex data
- huge amounts
- collected data
- sparse data
- information sources
- semantically rich
- domain knowledge
- vast amounts of data
- data processing
- domain experts
- background knowledge
- historical data
- data mining tools
- data sets
- essential information
- extra information
- environmental information
- data repositories
- acquisition process
- structured information
- log data
- prior domain knowledge
- multiple sources
- information resources
- expert knowledge
- sensor data
- training data
- data collection
- data mining techniques
- valuable knowledge
- knowledge sources
- stored data
- data points
- knowledge discovery
- data structure
- data analysis
- data sources
- uncertain information
- computer systems
- privacy concerns
- statistical information
- higher level
- information loss
- keywords
- database
- information from multiple sources
- high dimensional
- xml documents
- information extraction
- knowledge management
- global information
- web data