A Unified Approach to Variational Autoencoders and Stochastic Normalizing Flows via Markov Chains.
Johannes HertrichPaul HagemannGabriele SteidlPublished in: CoRR (2021)
Keyphrases
- markov chain
- stochastic process
- markov processes
- probabilistic automata
- monte carlo
- steady state
- denoising
- sample path
- markov process
- monte carlo method
- finite state
- transition probabilities
- markov model
- random walk
- monte carlo simulation
- stationary distribution
- image segmentation
- state space
- finite automata
- finite state automata
- stochastic processes
- non stationary
- bayesian networks
- transition matrix
- stochastic model
- markov chain monte carlo
- pattern matching
- learning algorithm
- assemble to order systems