Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes.
Walter GerychKevin HickeyLuke BuquicchioKavin ChandrasekaranAbdulaziz AlajajiElke A. RundensteinerEmmanuel AguPublished in: NeurIPS (2023)
Keyphrases
- generative model
- semantic attributes
- weakly supervised
- probabilistic model
- topic models
- em algorithm
- low level features
- semi supervised
- image content
- prior knowledge
- discriminative models
- object categories
- multi class
- maximum likelihood
- semi supervised learning
- feature space
- conditional random fields
- object recognition
- bayesian networks
- low level
- expectation maximization
- learning algorithm