JC
Jyothi Rikhab Chand
eess.IVcs.CVcs.LGeess.SPEnergy modelmath.OCcs.AIMAP estimatephysics.med-ph3D multi‐slab diffusion MRI
On Valency
published · living versionsW_ak7zxmbg·v1 · currentpublished
High-Resolution Quantitative MRI Using Contrast-Domain Multiscale Energy (MuSE) Regularization
with Rushdi Rusho, Steve R. Kecskemeti, James H. Holmes, Mathews Jacob
1 version
Preprints & journals
20 papers in the corpus · 2019–2026End-to-End Trained Energy-Based Model for Image Recovery.42783854 · Rikhab Chand, Jyothi, Jacob, Mathews2026 · 0 citationsJournal of imaging. 2026;12(9)
Regularized Joint Reconstruction and Slab Combination for Accelerated Three-Dimensional Multi-Slab Diffusion-Weighted Imaging Using Multi-Scale Energy Models.42521420 · Ghorbani, Reza, Rikhab Chand, Jyothi, Lee, Chu-Yu et al.2026 · 0 citationsMagnetic resonance in medicine. 2026;96(5):2321-2335
Annealed Langevin Posterior Sampling (ALPS): A Rapid Algorithm for Image Restoration with Multiscale Energy Models2601.02594v1 · Jyothi Rikhab Chand, Mathews Jacob2026 · 0 citationsarXiv
ACCELERATING QUANTITATIVE MRI USING SUBSPACE MULTISCALE ENERGY MODEL (SS-MUSE).40881623 · Chen, Yan, Chand, Jyothi Rikhab, Kecskemeti, Steven R et al.2025 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
FAST MULTI-CONTRAST MRI USING JOINT MULTISCALE ENERGY MODEL.40881624 · Yaghoobi, Nima, Chand, Jyothi Rikhab, Chen, Yan et al.2025 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
Deep End-to-End Posterior ENergy (DEEPEN) for image recovery2503.17244v1 · Jyothi Rikhab Chand, Mathews Jacob2025 · 0 citationsarXiv
MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model.41816699 · Chand, Jyothi Rikhab, Jacob, Mathews2026 · 0 citationsProceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference). 2025;2025
Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)2502.10580v1 · Yan Chen, Jyothi Rikhab Chand, Steven R. Kecskemeti et al.2025 · 0 citationsarXiv
Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model.39975424 · Ghorbani, Reza, Chand, Jyothi Rikhab, Lee, Chu-Yu et al.2025 · 0 citationsArXiv. 2025
Fast multi-contrast MRI using joint multiscale energy model2501.06595v1 · Nima Yaghoobi, Jyothi Rikhab Chand, Yan Chen et al.2025 · 0 citationsarXiv
MEMORY-EFFICIENT DEEP END-TO-END POSTERIOR NETWORK (DEEPEN) FOR INVERSE PROBLEMS.40880726 · Chand, Jyothi Rikhab, Jacob, Mathews2025 · 1 citationProceedings. IEEE International Symposium on Biomedical Imaging. 2024;2024
Multi-Scale Energy (MuSE) framework for inverse problems in imaging.40336513 · Chand, Jyothi Rikhab, Jacob, Mathews2025 · 8 citationsIEEE transactions on computational imaging. 2024;10:1250-1265
Local monotone operator learning using non-monotone operators: MnM-MOL2312.00386v1 · Maneesh John, Jyothi Rikhab Chand, Mathews Jacob2023 · 3 citationsarXiv
Multi-Scale Energy (MuSE) plug and play framework for inverse problems2305.04775v2 · Jyothi Rikhab Chand, Mathews Jacob2023 · 3 citationsarXiv
TELET: A Monotonic Algorithm to Design Large Dimensional Equiangular Tight Frames for Applications in Compressed Sensing2110.12182v1 · R.Jyothi, P.Babu2021 · 3 citationsarXiv
PROMPT: Parallel Iterative Algorithm for norm linear regression via Majorization Minimization with an application to semi-supervised graph learning2110.12190v1 · R.Jyothi, P.Babu2021 · 0 citationsarXiv
Designing sequence set with minimal peak side-lobe level for applications in high resolution RADAR imaging2009.03081v1 · Surya Prakash Sankuru, R Jyothi, Prabhu Babu et al.2020 · 19 citationsarXiv
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression2002.09133v1 · R. Jyothi, P. Babu2020 · 7 citationsarXiv
SOLVIT:A Reference-Free Source Localization Technique using Majorization Minimization1905.04500v2 · R. Jyothi, P. Babu2019 · 25 citationsarXiv
Novel Algorithms based on Majorization Minimization for Nonnegative Matrix Factorization1905.04529v1 · R. Jyothi, P. Babu, R. Bahl2019 · 6 citationsarXiv
Career total: 37 works. 20 are in this corpus.
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