Frankenstein: Learning Deep Face Representations Using Small Data.
Guosheng HuXiaojiang PengYongxin YangTimothy M. HospedalesJakob VerbeekPublished in: IEEE Trans. Image Process. (2018)
Keyphrases
- database
- data analysis
- data sets
- data quality
- small number
- data collection
- data processing
- prior knowledge
- online learning
- learning systems
- synthetic data
- active learning
- data structure
- high quality
- data representations
- knowledge discovery
- bayesian methods
- computer systems
- statistical analysis
- probability distribution
- data distribution
- high dimensional data
- learning algorithm
- noisy data
- original data
- raw data
- sensor data
- privacy preserving
- feature extraction
- labeled data
- training set
- supervised learning
- data sources
- image data
- data points