Sydney Erickson

A Data-Driven Prism: Multi-View Source Separation with Diffusion Model Priors

In the natural sciences, a common challenge is to disentangle distinct, unknown sources from observations. Examples of this source separation task include deblending galaxies in a crowded field, distinguishing the activity of individual neurons from overlapping signals, and separating seismic events…