Ajil Jalal

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Generative Model

Image Generation

Capacity Constraints

Compressed Sensing

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Shivam Gupta, Ajil Jalal, Aditya Parulekar, Eric Price, Zhiyang Xun
Diffusion Posterior Sampling is Computationally Intractable. CoRR (2024)
Robin Netzorg, Ajil Jalal, Luna McNulty, Gopala Krishna Anumanchipalli
Permod: Perceptually Grounded Voice Modification With Latent Diffusion Models. ASRU (2023)
Sriram Ravula, Brett Levac, Ajil Jalal, Jonathan I. Tamir, Alexandros G. Dimakis
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models. CoRR (2023)
Ajil Jalal, Justin Singh Kang, Ananya Uppal, Kannan Ramchandran, Eric Price
Learning a 1-layer conditional generative model in total variation. NeurIPS (2023)
Robin Netzorg, Ajil Jalal, Luna McNulty, Gopala Krishna Anumanchipalli
PerMod: Perceptually Grounded Voice Modification with Latent Diffusion Models. CoRR (2023)
Brett Levac, Ajil Jalal, Kannan Ramchandran, Jonathan I. Tamir
MRI Reconstruction with Side Information using Diffusion Models. ACSSC (2023)
Brett Levac, Ajil Jalal, Jonathan I. Tamir
Accelerated Motion Correction for MRI Using Score-Based Generative Models. ISBI (2023)
Ajil Jalal, Sushrut Karmalkar, Alexandros G. Dimakis, Eric Price
Instance-Optimal Compressed Sensing via Posterior Sampling. CoRR (2021)
Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alex Dimakis, Eric Price
Fairness for Image Generation with Uncertain Sensitive Attributes. ICML (2021)
Giannis Daras, Joseph Dean, Ajil Jalal, Alexandros G. Dimakis
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. CoRR (2021)
Ajil Jalal, Sushrut Karmalkar, Alex Dimakis, Eric Price
Instance-Optimal Compressed Sensing via Posterior Sampling. ICML (2021)
Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir
Robust Compressed Sensing MRI with Deep Generative Priors. NeurIPS (2021)
Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir
Robust Compressed Sensing MRI with Deep Generative Priors. CoRR (2021)
Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alexandros G. Dimakis, Eric Price
Fairness for Image Generation with Uncertain Sensitive Attributes. CoRR (2021)
Eren Balevi, Akash S. Doshi, Ajil Jalal, Alexandros G. Dimakis, Jeffrey G. Andrews
High Dimensional Channel Estimation Using Deep Generative Networks. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Giannis Daras, Joseph Dean, Ajil Jalal, Alex Dimakis
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. ICML (2021)
Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis
Robust compressed sensing using generative models. NeurIPS (2020)
Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis
Robust compressed sensing of generative models. CoRR (2020)
Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett
Deep Learning Techniques for Inverse Problems in Imaging. CoRR (2020)
Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett
Deep Learning Techniques for Inverse Problems in Imaging. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis
Inverting Deep Generative models, One layer at a time. NeurIPS (2019)
Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis
Inverting Deep Generative models, One layer at a time. CoRR (2019)
David Van Veen, Ajil Jalal, Eric Price, Sriram Vishwanath, Alexandros G. Dimakis
Compressed Sensing with Deep Image Prior and Learned Regularization. CoRR (2018)
Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis
Compressed Sensing using Generative Models. ICML (2017)
Andrew Ilyas, Ajil Jalal, Eirini Asteri, Constantinos Daskalakis, Alexandros G. Dimakis
The Robust Manifold Defense: Adversarial Training using Generative Models. CoRR (2017)
Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis
Compressed Sensing using Generative Models. CoRR (2017)
Umang Bhaskar, Ajil Jalal, Rahul Vaze
The Adwords Problem with Strict Capacity Constraints. FSTTCS (2016)
Ajil Jalal, Rahul Vaze, Umang Bhaskar
Online Budgeted Repeated Matching. CoRR (2015)