LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multi-modal Foundation Models.
Mengdan ZhuRaasikh KanjianiJiahui LuAndrew ChoiQirui YeLiang ZhaoPublished in: CoRR (2024)
Keyphrases
- multi modal
- generative model
- probabilistic model
- deep belief networks
- hidden variables
- discriminative models
- maximum entropy principle
- prior knowledge
- latent variables
- cross modal
- discriminative learning framework
- conditional random fields
- mixture model
- naive bayes models
- latent structure
- discriminative methods
- discriminative learning
- multi modality
- deep learning
- machine learning
- latent dirichlet allocation
- em algorithm
- latent variable models
- restricted boltzmann machine
- mean shift
- hierarchical models
- mixed membership
- expectation maximization
- graphical models
- high dimensional