A Continuous Learning Framework for Activity Recognition Using Deep Hybrid Feature Models.
Mahmudul HasanAmit K. Roy-ChowdhuryPublished in: IEEE Trans. Multim. (2015)
Keyphrases
- prior knowledge
- probabilistic model
- accurate models
- learning models
- latent variable models
- learning process
- dynamic bayesian networks
- hybrid learning
- main contribution
- learning scheme
- learning algorithm
- learning frameworks
- distributed learning
- statistical models
- reinforcement learning
- learning tasks
- activity theory
- online learning
- supervised learning
- active learning
- deep architectures
- deep learning
- qualitative models
- modeling framework
- learning mechanism
- inductive inference
- multi task
- complex systems
- graphical models
- image features