Score-based generative models are provably robust: an uncertainty quantification perspective.
Nikiforos Mimikos-StamatopoulosBenjamin J. ZhangMarkos A. KatsoulakisPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- generative and discriminative models
- discriminative learning
- discriminative models
- hierarchical hidden markov models
- conditional random fields
- object categories
- em algorithm
- hidden variables
- semi supervised
- text classification
- maximum entropy principle
- topic models
- image classification
- higher order
- representational power
- image processing