High Dimensional Channel Estimation Using Deep Generative Networks
Balevi, Eren, Doshi, Akash, Jalal, Ajil, Dimakis, Alexandros, Andrews, Jeffrey G.
Published in IEEE journal on selected areas in communications (01.01.2021)
Published in IEEE journal on selected areas in communications (01.01.2021)
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Journal Article
Accelerated motion correction with deep generative diffusion models
Levac, Brett, Kumar, Sidharth, Jalal, Ajil, Tamir, Jonathan I
Published in Magnetic resonance in medicine (01.08.2024)
Published in Magnetic resonance in medicine (01.08.2024)
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Journal Article
MRI Reconstruction with Side Information using Diffusion Models
Levac, Brett, Jalal, Ajil, Ramchandran, Kannan, Tamir, Jonathan I.
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
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Conference Proceeding
Accelerated Motion Correction for MRI Using Score-Based Generative Models
Levac, Brett, Jalal, Ajil, Tamir, Jonathan I.
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
Diffusion Posterior Sampling is Computationally Intractable
Gupta, Shivam, Ajil Jalal, Parulekar, Aditya, Price, Eric, Zhiyang Xun
Published in arXiv.org (20.02.2024)
Published in arXiv.org (20.02.2024)
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Paper
Journal Article
PerMod: Perceptually Grounded Voice Modification with Latent Diffusion Models
Netzorg, Robin, Ajil Jalal, McNulty, Luna, Anumanchipalli, Gopala Krishna
Published in arXiv.org (13.12.2023)
Published in arXiv.org (13.12.2023)
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Paper
Journal Article
MRI Reconstruction with Side Information using Diffusion Models
Levac, Brett, Ajil Jalal, Ramchandran, Kannan, Tamir, Jonathan I
Published in arXiv.org (06.06.2023)
Published in arXiv.org (06.06.2023)
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Paper
Journal Article
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models
Ravula, Sriram, Levac, Brett, Ajil Jalal, Tamir, Jonathan I, Dimakis, Alexandros G
Published in arXiv.org (05.06.2023)
Published in arXiv.org (05.06.2023)
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Paper
Journal Article
Robust Compressed Sensing MRI with Deep Generative Priors
Ajil Jalal, Arvinte, Marius, Daras, Giannis, Price, Eric, Dimakis, Alexandros G, Tamir, Jonathan I
Published in arXiv.org (06.12.2021)
Published in arXiv.org (06.12.2021)
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Paper
Journal Article
Fairness for Image Generation with Uncertain Sensitive Attributes
Ajil Jalal, Karmalkar, Sushrut, Hoffmann, Jessica, Dimakis, Alexandros G, Price, Eric
Published in arXiv.org (02.07.2021)
Published in arXiv.org (02.07.2021)
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Paper
Journal Article
Robust Compressed Sensing using Generative Models
Ajil Jalal, Liu, Liu, Dimakis, Alexandros G, Caramanis, Constantine
Published in arXiv.org (23.06.2021)
Published in arXiv.org (23.06.2021)
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Paper
Journal Article
Instance-Optimal Compressed Sensing via Posterior Sampling
Ajil Jalal, Karmalkar, Sushrut, Dimakis, Alexandros G, Price, Eric
Published in arXiv.org (21.06.2021)
Published in arXiv.org (21.06.2021)
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Paper
Journal Article
High Dimensional Channel Estimation Using Deep Generative Networks
Balevi, Eren, Doshi, Akash, Ajil Jalal, Dimakis, Alexandros, Andrews, Jeffrey G
Published in arXiv.org (24.06.2020)
Published in arXiv.org (24.06.2020)
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Paper
Journal Article
Compressed Sensing with Deep Image Prior and Learned Regularization
Dave Van Veen, Ajil Jalal, Soltanolkotabi, Mahdi, Price, Eric, Vishwanath, Sriram, Dimakis, Alexandros G
Published in arXiv.org (29.10.2020)
Published in arXiv.org (29.10.2020)
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Paper
Journal Article
The Robust Manifold Defense: Adversarial Training using Generative Models
Ajil Jalal, Ilyas, Andrew, Daskalakis, Constantinos, Dimakis, Alexandros G
Published in arXiv.org (10.07.2019)
Published in arXiv.org (10.07.2019)
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Paper
Journal Article
Deep Learning Techniques for Inverse Problems in Imaging
Ongie, Gregory, Ajil Jalal, Metzler, Christopher A, Baraniuk, Richard G, Dimakis, Alexandros G, Willett, Rebecca
Published in arXiv.org (12.05.2020)
Published in arXiv.org (12.05.2020)
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Paper
Journal Article