22 citations · 97 across the 26 of their papers we have counts for
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cs.LG2020★ 18 cited
Towards an Adversarially Robust Normalization Approach
Muhammad Awais, Fahad Shamshad, Sung-Ho Bae
Batch Normalization (BatchNorm) is effective for improving the performance and accelerating the training of deep neural networks. However, it has also shown to be a cause of advers…
cs.LG2018
Deep Ptych: Subsampled Fourier Ptychography using Generative Priors
Fahad Shamshad, Farwa Abbas, Ali Ahmed
This paper proposes a novel framework to regularize the highly ill-posed and non-linear Fourier ptychography problem using generative models. We demonstrate experimentally that our…
cs.LG2018★ 22 cited
Robust Compressive Phase Retrieval via Deep Generative Priors
Fahad Shamshad, Ali Ahmed
This paper proposes a new framework to regularize the highly ill-posed and non-linear phase retrieval problem through deep generative priors using simple gradient descent algorithm…