Emergent communication of multimodal deep generative models based on Metropolis-Hastings naming game.
Nguyen Le HoangTadahiro TaniguchiYoshinobu HagiwaraAkira TaniguchiPublished in: Frontiers Robotics AI (2023)
Keyphrases
- generative model
- metropolis hastings
- markov chain monte carlo
- probabilistic model
- discriminative learning
- mixture model
- em algorithm
- bayesian framework
- discriminative models
- semi supervised
- posterior probability
- hidden variables
- posterior distribution
- deep belief networks
- topic models
- conditional random fields
- sampling algorithm
- prior knowledge
- latent dirichlet allocation
- expectation maximization