Instance-Wise Adaptive Sampling for Dataset Construction in Approximating Inverse Problem Solutions

Jiequn Han, Kui Ren, Nathan Soedjak

We propose an instance-wise adaptive sampling framework for constructing compact and informative training datasets for supervised learning of inverse problem solutions. Typical lea…