Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling.
Julien Demange-ChrystFrançois BachocJérôme MorioTimothé KrauthPublished in: CoRR (2023)
Keyphrases
- importance sampling
- high dimensional
- monte carlo
- approximate inference
- kalman filter
- markov chain
- particle filter
- particle filtering
- dimensionality reduction
- optical flow
- image segmentation
- low dimensional
- markov chain monte carlo
- feature space
- parameter space
- probability density function
- probabilistic inference
- state space
- posterior distribution
- pairwise