Would Deep Generative Models Amplify Bias in Future Models?
Tianwei ChenYusuke HirotaMayu OtaniNoa GarciaYuta NakashimaPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- prior knowledge
- bayesian framework
- mixture model
- discriminative learning
- hidden variables
- learned models
- conditional random fields
- discriminative models
- object recognition
- naive bayes models
- maximum entropy principle
- semi supervised
- bayesian networks
- object categories
- information extraction
- discriminative methods
- structured prediction
- representational power
- generative and discriminative models
- hierarchical hidden markov models