Navid Ansari

Autoinverse: Uncertainty Aware Inversion of Neural Networks

Neural networks are powerful surrogates for numerous forward processes. The inversion of such surrogates is extremely valuable in science and engineering. The most important property of a successful neural inverse method is the performance of its solutions when deployed in the real world, i.e., on t…