[其他] ICML-Measuring Robustness in Deep Learning Based Compressive Sensing [推广有奖]

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发表于 2025-8-10 08:09:24 |AI写论文

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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 ...