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…
eess.IV2020★ 3 cited
Subsampled Fourier Ptychography using Pretrained Invertible and Untrained Network Priors
Fahad Shamshad, Asif Hanif, Ali Ahmed
Recently pretrained generative models have shown promising results for subsampled Fourier Ptychography (FP) in terms of quality of reconstruction for extremely low sampling rate an…
eess.IV2020
Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior
Fahad Shamshad, Ali Ahmed
In this paper, we consider the highly ill-posed problem of jointly recovering two real-valued signals from the phaseless measurements of their circular convolution. The problem ari…