Code to reproduce PROSAIL experiment and source code for performing approximate bayesian inference over a forward model using:
- Monte Carlo Expectation Maximization
- Variational inference assuming Gaussian variational posterior parametrized by a neural network. This is similar to the work by Kingma et al., except we use a physics model in the likelihood in stead of another neural network.