A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation.
Ioanna NtinouEnrique SanchezAdrian BulatMichel F. ValstarGeorgios TzimiropoulosPublished in: CoRR (2020)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- reinforcement learning
- labeled data
- structure learning
- machine learning
- manifold alignment
- transfer knowledge
- text classification
- cross domain
- multi task
- regression model
- semi supervised learning
- collaborative filtering
- active learning
- domain adaptation
- multi task learning
- model selection
- text categorization
- machine learning algorithms
- target domain
- gaussian processes
- parameter estimation
- data sets
- learning algorithm
- maximum likelihood
- semi supervised
- information extraction
- object recognition
- support vector
- aggregating algorithm
- transferring knowledge