Towards Theoretical Understandings of Self-Consuming Generative Models.
Shi FuSen ZhangYingjie WangXinmei TianDacheng TaoPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- mixture model
- hierarchical hidden markov models
- prior knowledge
- discriminative learning
- em algorithm
- semi supervised
- maximum entropy principle
- generative and discriminative models
- conditional random fields
- topic models
- hidden variables
- expectation maximization
- graphical models
- representational power
- boltzmann machine
- information retrieval