289 citations · 326 across the 11 of their papers we have counts for
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stat.ML2018
Compressed Sensing with Deep Image Prior and Learned Regularization
Dave Van Veen, Ajil Jalal, Mahdi Soltanolkotabi +3
We propose a novel method for compressed sensing recovery using untrained deep generative models. Our method is based on the recently proposed Deep Image Prior (DIP), wherein the c…
stat.ML2017★ 289 cited
Compressed Sensing using Generative Models
Ashish Bora, Ajil Jalal, Eric Price +1
The goal of compressed sensing is to estimate a vector from an underdetermined system of noisy linear measurements, by making use of prior knowledge on the structure of vectors in…