PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation.
Pablo LemosSammy ShariefNikolay MalkinLaurence Perreault LevasseurYashar HezavehPublished in: CoRR (2024)
Keyphrases
- generative model
- posterior probability
- probability mass
- probabilistic model
- bayesian framework
- maximum entropy principle
- mixture model
- prior knowledge
- discriminative learning
- semi supervised
- em algorithm
- conditional random fields
- hierarchical hidden markov models
- object categories
- discriminative models
- topic models
- discriminative methods
- generative and discriminative models
- parameter estimation
- image segmentation
- feature space
- information retrieval