Explaining latent representations of generative models with large multimodal models.
Mengdan ZhuZhenke LiuBo PanAbhinav AngirekulaLiang ZhaoPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- bayesian framework
- feature representations
- discriminative models
- learned models
- prior knowledge
- hierarchical models
- discriminative learning
- mixture model
- maximum entropy principle
- latent variables
- hidden variables
- computer vision
- deep belief networks
- visual patterns
- discriminative learning framework
- semi supervised
- discriminative methods
- naive bayes models
- hierarchical hidden markov models
- latent structure
- model selection
- image processing