From Face Recognition to Models of Identity: A Bayesian Approach to Learning About Unknown Identities from Unsupervised Data.
Daniel Coelho de CastroSebastian NowozinPublished in: ECCV (2) (2018)
Keyphrases
- accurate models
- prior knowledge
- learning models
- data sets
- learned models
- learning algorithm
- face recognition
- experimental data
- database
- supervised learning
- historical data
- statistical analysis
- input data
- data collection
- image data
- active learning
- probabilistic model
- background knowledge
- learning process
- raw data
- reinforcement learning
- bayesian methods
- machine learning
- neural network
- data sources
- learning systems
- sparse representation
- training data
- hidden variables
- deep architectures