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Ajil Jalal
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Compressed sensing using generative models
A Bora, A Jalal, E Price, AG Dimakis
International conference on machine learning, 537-546, 2017
9432017
Deep learning techniques for inverse problems in imaging
G Ongie, A Jalal, CA Metzler, RG Baraniuk, AG Dimakis, R Willett
IEEE Journal on Selected Areas in Information Theory 1 (1), 39-56, 2020
6352020
Robust compressed sensing MRI with deep generative priors
A Jalal, M Arvinte, G Daras, E Price, A Dimakis, J Tamir
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
2872021
Compressed sensing with deep image prior and learned regularization
D Van Veen, A Jalal, M Soltanolkotabi, E Price, S Vishwanath, ...
arXiv preprint arXiv:1806.06438, 2018
2142018
The robust manifold defense: Adversarial training using generative models
A Jalal, A Ilyas, C Daskalakis, AG Dimakis
arXiv preprint arXiv:1712.09196, 2017
2022017
Intermediate layer optimization for inverse problems using deep generative models
G Daras, J Dean, A Jalal, AG Dimakis
International Conference on Machine Learning, 2021
972021
High dimensional channel estimation using deep generative networks
E Balevi, A Doshi, A Jalal, A Dimakis, JG Andrews
IEEE Journal on Selected Areas in Communications 39 (1), 18-30, 2020
802020
Inverting deep generative models, one layer at a time
Q Lei, A Jalal, IS Dhillon, AG Dimakis
Thirty-Third Conference on Neural Information Processing Systems, 2019
632019
Instance-Optimal Compressed Sensing via Posterior Sampling
A Jalal, S Karmalkar, AG Dimakis, E Price
International Conference on Machine Learning, 2021
512021
Robust compressed sensing using generative models
A Jalal, L Liu, AG Dimakis, C Caramanis
Thirty-Fourth Conference on Neural Information Processing Systems, 2020
51*2020
Fairness for image generation with uncertain sensitive attributes
A Jalal, S Karmalkar, J Hoffmann, A Dimakis, E Price
International Conference on Machine Learning, 4721-4732, 2021
492021
Accelerated motion correction for MRI using score-based generative models
B Levac, A Jalal, JI Tamir
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
322023
Optimizing sampling patterns for compressed sensing MRI with diffusion generative models
S Ravula, B Levac, A Jalal, JI Tamir, AG Dimakis
arXiv preprint arXiv:2306.03284, 2023
162023
Deep generative models and inverse problems
AG Dimakis
Mathematical Aspects of Deep Learning 400, 2022
152022
MRI reconstruction with side information using diffusion models
B Levac, A Jalal, K Ramchandran, JI Tamir
2023 57th Asilomar Conference on Signals, Systems, and Computers, 1436-1442, 2023
11*2023
Single-shot adaptation using score-based models for mri reconstruction
M Arvinte, A Jalal, G Daras, E Price, A Dimakis, JI Tamir
International Society for Magnetic Resonance in Medicine, Annual Meeting 42, 2022
72022
Diffusion posterior sampling is computationally intractable
S Gupta, A Jalal, A Parulekar, E Price, Z Xun
arXiv preprint arXiv:2402.12727, 2024
62024
Accelerated motion correction with deep generative diffusion models
B Levac, S Kumar, A Jalal, JI Tamir
Magnetic Resonance in Medicine 92 (2), 853-868, 2024
52024
Permod: Perceptually grounded voice modification with latent diffusion models
R Netzorg, A Jalal, L McNulty, GK Anumanchipalli
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
22023
The adwords problem with strict capacity constraints
U Bhaskar, A Jalal, R Vaze
36th IARCS Annual Conference on Foundations of Software Technology and …, 2016
22016
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