Generative Models from the perspective of Continual Learning.
Timothée LesortHugo Caselles-DupréMichaël Garcia OrtizAndrei StoianDavid FilliatPublished in: CoRR (2018)
Keyphrases
- generative model
- discriminative learning
- prior knowledge
- hidden variables
- learning algorithm
- boltzmann machine
- learning process
- reinforcement learning
- learned models
- learning tasks
- supervised learning
- machine learning
- probabilistic model
- active learning
- weakly supervised
- object categorization
- pairwise
- training data
- maximum entropy principle
- computer vision
- discriminative methods