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06/12/2023
Generative Plug and Play: Posterior Sampling for Inverse Problems
Over the past decade, Plug-and-Play (PnP) has become a popular method fo...
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12/09/2021
Sparse-View CT Reconstruction using Recurrent Stacked Back Projection
Sparse-view CT reconstruction is important in a wide range of applicatio...
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08/01/2020
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction
Inverse problems spanning four or more dimensions such as space, time an...
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07/03/2019
Safe Approximate Dynamic Programming Via Kernelized Lipschitz Estimation
We develop a method for obtaining safe initial policies for reinforcemen...
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06/15/2019
4D X-Ray CT Reconstruction using Multi-Slice Fusion
There is an increasing need to reconstruct objects in four or more dimen...
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03/20/2019
Plug and play methods for magnetic resonance imaging
Magnetic Resonance Imaging (MRI) is a non-invasive diagnostic tool that ...
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07/06/2018
Deep Back Projection for Sparse-View CT Reconstruction
Filtered back projection (FBP) is a classical method for image reconstru...
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05/24/2017
Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium
Regularized inversion methods for image reconstruction are used widely d...
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03/14/2017