Convex Regularization Behind Neural Reconstruction

Arda Sahiner, Morteza Mardani, Batu Ozturkler +2

Neural networks have shown tremendous potential for reconstructing high-resolution images in inverse problems. The non-convex and opaque nature of neural networks, however, hinders…