Improving and generalizing flow-based generative models with minibatch optimal transport.
Alexander TongKilian FatrasNikolay MalkinGuillaume HuguetYanlei ZhangJarrid Rector-BrooksGuy WolfYoshua BengioPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- prior knowledge
- conditional random fields
- hierarchical hidden markov models
- maximum entropy principle
- representational power
- topic models
- em algorithm
- generative and discriminative models
- hidden variables
- d objects
- object recognition
- discriminatively trained
- information retrieval