PUREPath: A Deep Latent Variational Model for Estimating CMB Posterior over Large Angular Scales of the Sky

Vipin Sudevan, Pisin Chen

We present a comprehensive neural architecture, the PUREPath, which leverages a nested Probabilistic multi-modal U- Net framework, augmented by the inclusion of probabilistic ResNe…