ManiFPT: Defining and Analyzing Fingerprints of Generative Models.
Hae Jin SongMahyar KhayatkhoeiWael AbdAlmageedPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- discriminative learning
- prior knowledge
- em algorithm
- hierarchical hidden markov models
- conditional random fields
- maximum entropy principle
- semi supervised
- generative and discriminative models
- hidden variables
- topic models
- semi supervised learning
- representational power
- multiscale
- bayesian networks
- object categories
- language modeling