Measuring Robustness in Deep Learning Based Compressive Sensing

           Mohammad Zalbagi Darestani 1 Akshay S. Chaudhari 2 Reinhard Heckel 1 3

             Abstract                 sider the compressive sensing problem arising in magnetic
   Deep neural networks give state-of-the-art accu-       resonance imaging (MRI), where the goal is to reconstruct
   racy for reconstructing images from few and noisy       a diagnostic quality image using linear under-sampled mea-
   measurements, a pro ...