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Robust Compressed Sensing MRI with Deep Generative Priors


Aug 03, 2021
Ajil Jalal , Marius Arvinte , Giannis Daras , Eric Price , Alexandros G. Dimakis , Jonathan I. Tamir


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Fairness for Image Generation with Uncertain Sensitive Attributes


Jul 02, 2021
Ajil Jalal , Sushrut Karmalkar , Jessica Hoffmann , Alexandros G. Dimakis , Eric Price


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Instance-Optimal Compressed Sensing via Posterior Sampling


Jun 21, 2021
Ajil Jalal , Sushrut Karmalkar , Alexandros G. Dimakis , Eric Price


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Intermediate Layer Optimization for Inverse Problems using Deep Generative Models


Feb 15, 2021
Giannis Daras , Joseph Dean , Ajil Jalal , Alexandros G. Dimakis


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Robust compressed sensing of generative models


Jun 18, 2020
Ajil Jalal , Liu Liu , Alexandros G. Dimakis , Constantine Caramanis


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Deep Learning Techniques for Inverse Problems in Imaging


May 12, 2020
Gregory Ongie , Ajil Jalal , Christopher A. Metzler , Richard G. Baraniuk , Alexandros G. Dimakis , Rebecca Willett


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Inverting Deep Generative models, One layer at a time


Jun 19, 2019
Qi Lei , Ajil Jalal , Inderjit S. Dhillon , Alexandros G. Dimakis


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Compressed Sensing with Deep Image Prior and Learned Regularization


Jun 17, 2018
David Van Veen , Ajil Jalal , Eric Price , Sriram Vishwanath , Alexandros G. Dimakis


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The Robust Manifold Defense: Adversarial Training using Generative Models


Dec 26, 2017
Andrew Ilyas , Ajil Jalal , Eirini Asteri , Constantinos Daskalakis , Alexandros G. Dimakis


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