| Learning Sparsity-Promoting Regularizers using Bilevel Optimization A Ghosh, M McCann, M Mitchell, S Ravishankar SIAM Journal on Imaging Sciences 17 (1), 31-60, 2024 | 3 | 2024 |
| PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction W Gan, Q Zhai, MT McCann, CG Cardona, US Kamilov, B Wohlberg IEEE Open Journal of Signal Processing, 2024 | | 2024 |
| Supervised Reconstruction for Silhouette Tomography E Bell, MT McCann, M Klasky arXiv preprint arXiv:2402.07298, 2024 | | 2024 |
| Robust and Simple ADMM Penalty Parameter Selection MT McCann, B Wohlberg IEEE Open Journal of Signal Processing, 2024 | | 2024 |
| Isotopic gamma lines for identification of shielding materials O Korobkin, ML Klasky, A Khatiwada, M McCann arXiv preprint arXiv:2311.15148, 2023 | | 2023 |
| Score-based diffusion models for Bayesian image reconstruction MT McCann, H Chung, JC Ye, ML Klasky 2023 IEEE International Conference on Image Processing (ICIP), 111-115, 2023 | 3 | 2023 |
| Comparison of Supervised and Un-Supervised Machine Learning Algorithms for Threat Detection and Scintillator Performance for Radiation Portal Monitoring ML Klasky, MT McCann, JR Haack, JR Matheny Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2023 | | 2023 |
| An End-to-End Learning Approach for Subpixel Feature Extraction X Xu, JA Fessler, M Klasky, GS Sidharth, JL Schei, MT McCann Imaging Systems and Applications, JW2A. 1, 2023 | | 2023 |
| Interrogating the Effects of Rate and Orientation on the Dynamic Failure Response of α-Quartz under Uniaxial Stress Compression B Zuanetti, AF Leong, M Zecevic, KJ Ramos, MJ Cawkwell, ... Society for Experimental Mechanics Annual Conference and Exposition, 111-117, 2023 | | 2023 |
| In-Situ Mesoscale Characterization of Dynamic Crack Initiation and Propagation Using X-Ray Phase Contrast Imaging AFT Leong, B Zuanetti, M Zecevic, KJ Ramos, CA Bolme, CS Meredith, ... Society for Experimental Mechanics Annual Conference and Exposition, 41-47, 2023 | | 2023 |
| Material Identification From Radiographs Without Energy Resolution MT McCann, E Guardincerri, SM Gonzales, LA Misurek, JL Schei, ... IEEE Transactions on Computational Imaging 9, 314-326, 2023 | 2 | 2023 |
| Solving 3d inverse problems using pre-trained 2d diffusion models H Chung, D Ryu, MT McCann, ML Klasky, JC Ye Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 33 | 2023 |
| Scientific computational imaging code (SCICO) T Balke, F Davis Rivera, C Garcia-Cardona, S Majee, MT McCann, ... Journal of Open Source Software 7 (LA-UR-22-28555), 2022 | 14 | 2022 |
| Comparing one-step and two-step scatter correction and density reconstruction in x-ray CT AN Sietsema, MT McCann, ML Klasky, S Ravishankar 7th International Conference on Image Formation in X-Ray Computed Tomography …, 2022 | | 2022 |
| Diffusion posterior sampling for general noisy inverse problems H Chung, J Kim, MT Mccann, ML Klasky, JC Ye arXiv preprint arXiv:2209.14687, 2022 | 256 | 2022 |
| Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC) A Ghosh, MT Mccann, S Ravishankar ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
| High-precision inversion of dynamic radiography using hydrodynamic features M Hossain, BT Nadiga, O Korobkin, ML Klasky, JL Schei, JW Burby, ... Optics Express 30 (9), 14432-14452, 2022 | 9 | 2022 |
| High Fidelity Tomographic Density Reconstructions ML Klasky, MA Espy, JLS Disterhaupt, MT McCann Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2022 | 1 | 2022 |
| Learning from Hydrodynamics Simulations with Mass Constraints for Density Reconstruction in Dynamic Tomography ML Klasky, Z Huang, MT McCann, JLS Disterhaupt, S Ravishankar Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2022 | | 2022 |
| High Fidelity Tomographic Density Reconstructions [Slides] ML Klasky, MA Espy, JLS Disterhaupt, MT McCann Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States), 2021 | | 2021 |
Michael UnserProfessor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandVerified email at epfl.ch
