Solving Inverse Problems with Model Mismatch using Untrained Neural Networks within Model-based Architectures

Peimeng Guan, Naveed Iqbal, Mark A. Davenport +1

Model-based deep learning methods such as loop unrolling (LU) and deep equilibrium model}(DEQ) extensions offer outstanding performance in solving inverse problems (IP). These meth…