Efficient and accurate inversion of multiple scattering with deep learning von Sun, Yu, Xia, Zhihao, Kamilov, Ulugbek S

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Respiratory motion management using a single rapid MRI scan for a 0.35 T MRI-Linac system von Chen, Sihao, Eldeniz, Cihat, Fraum, Tyler J, Ludwig, Daniel R, Gan, Weijie, Liu, Jiaming, Kamilov, Ulugbek S, Yang, Deshan, Gach, H Michael, An, Hongyu

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A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization von Kamilov, Ulugbek S.

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RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth von Liu, Jiaming, Sun, Yu, Eldeniz, Cihat, Gan, Weijie, An, Hongyu, Kamilov, Ulugbek S.

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A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems von Kamilov, Ulugbek S., Mansour, Hassan, Wohlberg, Brendt

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Deep Equilibrium Learning of Explicit Regularization Functionals for Imaging Inverse Problems von Zou, Zihao, Liu, Jiaming, Wohlberg, Brendt, Kamilov, Ulugbek S.

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SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors von Wu, Zihui, Sun, Yu, Matlock, Alex, Liu, Jiaming, Tian, Lei, Kamilov, Ulugbek S.

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Provable Convergence of Plug-and-Play Priors With MMSE Denoisers von Xu, Xiaojian, Sun, Yu, Liu, Jiaming, Wohlberg, Brendt, Kamilov, Ulugbek S.

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Constrained Regularization by Denoising With Automatic Parameter Selection von Cascarano, Pasquale, Benfenati, Alessandro, Kamilov, Ulugbek S., Xu, Xiaojian

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Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization von Rangan, Sundeep, Fletcher, Alyson K., Schniter, Philip, Kamilov, Ulugbek S.

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Deep learning‐based motion compensation for four‐dimensional cone‐beam computed tomography (4D‐CBCT) reconstruction von Zhang, Zhehao, Liu, Jiaming, Yang, Deshan, Kamilov, Ulugbek S., Hugo, Geoffrey D.

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SPICER: Self-supervised learning for MRI with automatic coil sensitivity estimation and reconstruction von Hu, Yuyang, Gan, Weijie, Ying, Chunwei, Wang, Tongyao, Eldeniz, Cihat, Liu, Jiaming, Chen, Yasheng, An, Hongyu, Kamilov, Ulugbek S

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Message-Passing De-Quantization With Applications to Compressed Sensing von Kamilov, U. S., Goyal, V. K., Rangan, S.

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Holographic particle localization under multiple scattering von Tahir, Waleed, Kamilov, Ulugbek S., Tian, Lei

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Deep learning using a biophysical model for robust and accelerated reconstruction of quantitative, artifact‐free and denoised R2 images von Torop, Max, Kothapalli, Satya V. V. N., Sun, Yu, Liu, Jiaming, Kahali, Sayan, Yablonskiy, Dmitriy A., Kamilov, Ulugbek S.

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Learning‐based motion artifact removal networks for quantitative R2∗ mapping von Xu, Xiaojian, Kothapalli, Satya V. V. N., Liu, Jiaming, Kahali, Sayan, Gan, Weijie, Yablonskiy, Dmitriy A., Kamilov, Ulugbek S.

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Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning von Kamilov, Ulugbek S., Rangan, Sundeep, Fletcher, Alyson K., Unser, Michael

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Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach von Goyes-Penafiel, Paul, Vargas, Edwin, Correa, Claudia V., Sun, Yu, Kamilov, Ulugbek S., Wohlberg, Brendt, Arguello, Henry

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Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors von Shoushtari, Shirin, Liu, Jiaming, Hu, Yuyang, Kamilov, Ulugbek S.

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SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees von Liu, Jiaming, Sun, Yu, Gan, Weijie, Xu, Xiaojian, Wohlberg, Brendt, Kamilov, Ulugbek S.

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