Fahad Shamshad | DeepAI

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Featured Co-authors

Fahad Shahbaz Khan
127 publications
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108 publications
Salman Khan
105 publications
Yi Ren
101 publications
Björn W. Schuller
99 publications
Erik Cambria
79 publications
Wenwu Wang
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Junaid Qadir
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Munawar Hayat
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Siddique Latif
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Xulong Zhang
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∙ 08/24/2023

Sparks of Large Audio Models: A Survey and Outlook

This survey paper provides a comprehensive overview of the recent advanc...

0 Siddique Latif, et al. ∙

∙ 06/22/2023

Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces

The ability of generative models to produce highly realistic synthetic f...

0 Fahad Shamshad, et al. ∙

∙ 06/16/2023

CLIP2Protect: Protecting Facial Privacy using Text-Guided Makeup via Adversarial Latent Search

The success of deep learning based face recognition systems has given ri...

7 Fahad Shamshad, et al. ∙

∙ 03/21/2023

Transformers in Speech Processing: A Survey

The remarkable success of transformers in the field of natural language ...

1 Siddique Latif, et al. ∙

∙ 01/24/2022

Transformers in Medical Imaging: A Survey

Following unprecedented success on the natural language tasks, Transform...

36 Fahad Shamshad, et al. ∙

∙ 01/01/2021

A Survey on Deep Reinforcement Learning for Audio-Based Applications

Deep reinforcement learning (DRL) is poised to revolutionise the field o...

0 Siddique Latif, et al. ∙

∙ 06/19/2020

Towards an Adversarially Robust Normalization Approach

Batch Normalization (BatchNorm) is effective for improving the performan...

11 Muhammad Awais, et al. ∙

∙ 05/13/2020

Subsampled Fourier Ptychography using Pretrained Invertible and Untrained Network Priors

Recently pretrained generative models have shown promising results for s...

7 Fahad Shamshad, et al. ∙

∙ 02/28/2020

Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior

In this paper, we consider the highly ill-posed problem of jointly recov...

0 Fahad Shamshad, et al. ∙

∙ 10/19/2019

Sub-Nyquist Sampling of Sparse and Correlated Signals in Array Processing

This paper considers efficient sampling of simultaneously sparse and cor...

0 Ali Ahmed, et al. ∙

∙ 08/20/2019

Blind Image Deconvolution using Pretrained Generative Priors

This paper proposes a novel approach to regularize the ill-posed blind i...

16 Muhammad Asim, et al. ∙

∙ 12/22/2018

Deep Ptych: Subsampled Fourier Ptychography using Generative Priors

This paper proposes a novel framework to regularize the highly ill-posed...

0 Fahad Shamshad, et al. ∙

∙ 11/29/2018

Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising

Among the plethora of techniques devised to curb the prevalence of noise...

0 Fahad Shamshad, et al. ∙

∙ 08/17/2018

Robust Compressive Phase Retrieval via Deep Generative Priors

This paper proposes a new framework to regularize the highly ill-posed a...

0 Fahad Shamshad, et al. ∙

∙ 02/12/2018

Solving Bilinear Inverse Problems using Deep Generative Priors

This paper proposes a new framework to handle the bilinear inverse probl...

0 Muhammad Asim, et al. ∙

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