Frankenstein: Learning Deep Face Representations using Small Data.
Guosheng HuXiaojiang PengYongxin YangTimothy M. HospedalesJakob VerbeekPublished in: CoRR (2016)
Keyphrases
- small number
- data sets
- data collection
- prior knowledge
- online learning
- image data
- learning algorithm
- background knowledge
- database
- data processing
- data analysis
- data structure
- training data
- synthetic data
- data quality
- missing data
- learning systems
- small fraction
- data mining techniques
- supervised learning
- data points
- data sources
- input data
- end users
- sensor data
- spatial data
- learning tasks
- active learning
- metadata