Variational Objectives for Amortized Bayesian Inference in Inverse Problems: The Role of Posterior Conditioning
ScientificML
Investigates three variational objectives for VAE-based amortized Bayesian inference in inverse problems, revealing how posterior regularization impacts weakly identified parameter directions.
See LICENSE file Variational InferenceBayesian Inverse ProblemsAmortized Inference