| 2025 | ICIP | A Generative Diffusion Model to Solve Inverse Problems for Robust in-NICU Neonatal MRI. | Yamin Ishraq Arefeen, Brett Levac, Jonathan I. Tamir |
| 2025 | ICIP | Non-Rigid Motion Correction for MRI Reconstruction via Coarse-to-Fine Diffusion Models. | Frederic Wang, Jonathan I. Tamir |
| 2025 | ICLR | Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data. | Asad Aali, Giannis Daras, Brett Levac, Sidharth Kumar, Alex Dimakis, Jonathan I. Tamir |
| 2024 | ACSSC | INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D Accelerated MRI Reconstruction. | Yamin Ishraq Arefeen, Brett Levac, Zach Stoebner, Jonathan I. Tamir |
| 2023 | ACSSC | Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data. | Asad Aali, Marius Arvinte, Sidharth Kumar, Jonathan I. Tamir |
| 2023 | ACSSC | MRI Reconstruction with Side Information using Diffusion Models. | Brett Levac, Ajil Jalal, Kannan Ramchandran, Jonathan I. Tamir |
| 2022 | MICCAI | FSE Compensated Motion Correction for MRI Using Data Driven Methods. | Brett Levac, Sidharth Kumar, Sofia Kardonik, Jonathan I. Tamir |
| 2022 | WCNC | Score-Based Generative Models for Robust Channel Estimation. | Marius Arvinte, Jonathan I. Tamir |
| 2022 | WCNC | Wideband and Entropy-Aware Deep Soft Bit Quantization. | Marius Arvinte, Jonathan I. Tamir |
| 2021 | AISTATS | Hyperbolic graph embedding with enhanced semi-implicit variational inference. | Ali Lotfi-Rezaabad, Rahi Kalantari, Sriram Vishwanath, Mingyuan Zhou, Jonathan I. Tamir |
| 2021 | MICCAI | Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization. | Marius Arvinte, Sriram Vishwanath, Ahmed H. Tewfik, Jonathan I. Tamir |
| 2021 | MICCAI | Memory-Efficient Learning for High-Dimensional MRI Reconstruction. | Ke Wang, Michael R. Kellman, Christopher M. Sandino, Kevin Zhang, Shreyas S. Vasanawala, Jonathan I. Tamir, Stella X. Yu, Michael Lustig |
| 2019 | FCCM | Compressed Sensing MRI Reconstruction on Intel HARPv2. | Yushan Su, Michael Anderson, Jonathan I. Tamir, Michael Lustig, Kai Li |
| 2012 | ICASSP | Analog compressed sensing for RF propagation channel sounding. | Jonathan I. Tamir, Theodore S. Rappaport, Yonina C. Eldar, Ahsan Aziz |
| 2012 | WCNC | A 38 GHz cellular outage study for an urban outdoor campus environment. | James Murdock, Eshar Ben-Dor, Yijun Qiao, Jonathan I. Tamir, Theodore S. Rappaport |