A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing

Junren Chen, Jonathan Scarlett, Michael K. Ng +1

In generative compressed sensing (GCS), we want to recover a signal ${\mathbf{x}}^{\ast }\in {\mathbb{R}}^n$ from $m$ measurements ($m\ll n$) using a generative prior $\mathbf{x}^*\in G(\ma…