| 2025 | ICASSP | MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model. | Jyothi Rikhab Chand, Mathews Jacob |
| 2023 | ACSSC | Fast image recovery using plug-and-play multi-scale energy (MuSE) framework. | Jyothi Rikhab Chand, Mathews Jacob |
| 2023 | MICCAI | Motion Compensated Unsupervised Deep Learning for 5D MRI. | Joseph Kettelkamp, Ludovica Romanin, Davide Piccini, Sarv Priya, Mathews Jacob |
| 2022 | ECCV | Joint Calibrationless Reconstruction and Segmentation of Parallel MRI. | Aniket Pramanik, Mathews Jacob |
| 2022 | MICCAI | Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold Learning. | Rushdi Zahid Rusho, Qing Zou, Wahidul Alam, Subin Erattakulangara, Mathews Jacob, Sajan Goud Lingala |
| 2021 | ICASSP | Ensure: Ensemble Stein's Unbiased Risk Estimator for Unsupervised Learning. | Hemant Kumar Aggarwal, Aniket Pramanik, Mathews Jacob |
| 2020 | ICASSP | Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI. | Hemant Kumar Aggarwal, Mathews Jacob |
| 2020 | ICASSP | Sampling of Surfaces and Learning Functions in High Dimensions. | Qing Zou, Mathews Jacob |
| 2018 | ICASSP | Model-Based Free-Breathing Cardiac MRI Reconstruction Using Deep Learned & Storm Priors: MODL-STORM. | Sampurna Biswas, Hemant Kumar Aggarwal, Sunrita Poddar, Mathews Jacob |
| 2018 | ICASSP | Clustering of Data with Missing Entries. | Sunrita Poddar, Mathews Jacob |
| 2018 | ICASSP | Recovery of Noisy Points on Bandlimited Surfaces: Kernel Methods Re-Explained. | Sunrita Poddar, Mathews Jacob |
| 2018 | ISIT | Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. | Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho |
| 2016 | ICIP | Accelerated dynamic MRI using structured low rank matrix completion. | Arvind Balachandrasekaran, Greg Ongie, Mathews Jacob |
| 2016 | ICIP | Multiple degree total variation (MDTV) regularization for image restoration. | Yue Hu, Xin Lu, Mathews Jacob |
| 2016 | ICIP | Structured low-rank recovery of piecewise constant signals with performance guarantees. | Greg Ongie, Sampurna Biswas, Mathews Jacob |
| 2016 | ICIP | Convex clustering and recovery of partially observed data. | Sunrita Poddar, Mathews Jacob |
| 2014 | ACSSC | Subspace based low rank & joint sparse matrix recovery. | Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob |
| 2014 | ICASSP | Joint recovery of under sampled signals on a manifold: Application to free breathing cardiac MRI. | Sunrita Poddar, Sajan Goud Lingala, Mathews Jacob |
| 2009 | ICASSP | Correction of B0 inhomogeneity distortion in magnetic resonance spectroscopic imaging. | Ramin Eslami, Mathews Jacob |
| 2009 | ICASSP | Optimized non-uniform fast Fourier transform (NUFFT) for iterative tomographic reconstruction. | Mathews Jacob |
| 2005 | ICIP | Three-dimensional feature detection using optimal steerable filters. | Franois Aguet, Mathews Jacob, Michael Unser |
| 2004 | ICIP | Shape estimation of 3-D DNA molecules from stereo cryo-electron micro-graphs. | Mathews Jacob, Thierry Blu, Michael Unser |
| 2003 | ICIP | Optimal steerable filters for feature detection. | Mathews Jacob, Michael Unser |
| 2001 | ICIP | Orthogonal quincunx wavelets with fractional orders. | Manuela Feilner, Mathews Jacob, Michael Unser |
| 2000 | ICPR | Exact Computation of Area Moments for Spline and Wavelet Curves. | Mathews Jacob, Thierry Blu, Michael Unser |