Decorrelating ReSTIR Samplers via MCMC Mutations.
Rohan SawhneyDaqi LinMarkus KettunenBenedikt BitterliRavi RamamoorthiChris WymanMatt PharrPublished in: CoRR (2022)
Keyphrases
- markov chain monte carlo
- markov chain
- bayesian inference
- parameter estimation
- generative model
- posterior distribution
- posterior probability
- monte carlo
- gibbs sampling
- particle filter
- gibbs sampler
- importance sampling
- approximate inference
- sampling algorithm
- data association
- graphical models
- bayesian framework
- simulated annealing
- model selection
- bayesian networks
- data sets
- em algorithm
- maximum a posteriori
- probability distribution
- prior knowledge
- image sequences
- dirichlet process