3D Gaussian Splatting as Markov Chain Monte Carlo.
Shakiba KheradmandDaniel RebainGopal SharmaWeiwei SunJeff TsengHossam IsackAbhishek KarAndrea TagliasacchiKwang Moo YiPublished in: CoRR (2024)
Keyphrases
- markov chain monte carlo
- markov chain
- parameter estimation
- posterior distribution
- generative model
- monte carlo
- posterior probability
- bayesian inference
- maximum likelihood
- markov chain monte carlo sampling
- particle filter
- particle filtering
- approximate inference
- bayesian framework
- expectation propagation
- data association
- gaussian distribution
- probabilistic model
- higher order
- gaussian mixture model
- simulated annealing
- markov random field
- state space