Ajil Jalal

Deep Learning Techniques for Inverse Problems in Imaging

Greg Ongie, Ajil Jalal, Christopher A. Metzler et al. · IEEE Journal on Selected Areas in Information Theory · 2020 · 538 citations

Image Reconstruction, Engineering, Machine Learning +18

Compressed Sensing using Generative Models

Ashish Bora, Ajil Jalal, Eric Price et al. · arXiv (Cornell University) · 2017 · 291 citations · Full text

Noisy Linear Measurements, Sparse Representation, Engineering +13

Compressed Sensing with Deep Image Prior and Learned Regularization

Dave Van Veen, Ajil Jalal, Mahdi Soltanolkotabi et al. · arXiv (Cornell University) · 2018 · 167 citations · Full text

Sparse Representation, Engineering, Machine Learning +11

Robust Compressed Sensing MRI with Deep Generative Priors

Ajil Jalal, Marius Arvinte, Giannis Daras et al. · arXiv (Cornell University) · 2021 · 46 citations · Full text

Image Reconstruction, Engineering, Machine Learning +21

Intermediate Layer Optimization for Inverse Problems using Deep\n Generative Models

Giannis Daras, Joseph Dean, Ajil Jalal et al. · arXiv (Cornell University) · 2021 · 26 citations · Full text