Publications

2025

1. ISCS 25

   Weakly-Convex Regularization for Magnetic Resonance Image Denoising

   A. Prabakar, A. S. Bhandiwad, A. J. Kamath, and C. S. Seelamantula

   2025

   Bib URL

   @misc{prabakar2025weakly,
     title = {Weakly-Convex Regularization for Magnetic Resonance Image Denoising},
     author = {Prabakar, A. and Bhandiwad, A. S. and Kamath, A. J. and Seelamantula, C. S.},
     year = {2025},
     eprint = {2508.14438},
     archiveprefix = {arXiv},
     primaryclass = {eess.SP},
     url = {https://arxiv.org/abs/2508.14438},
   }

2. ICASSP 25

   On the Design of Weakly-Convex Regularizers for Solving Linear Inverse Problems

   A. J. Kamath, A. S. Bhandiwad, and C. S. Seelamantula

   In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025

   Bib URL

   @inproceedings{kamath2025design,
     author = {Kamath, A. J. and Bhandiwad, A. S. and Seelamantula, C. S.},
     title = {On the Design of Weakly-Convex Regularizers for Solving Linear Inverse Problems},
     booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     year = {2025},
     url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&cstart=200&pagesize=100&citation_for_view=1g1i1B4AAAAJ:artPoR2Yc-kC},
   }

2024

1. ICASSP 24

   Variational Analysis of Adversarial Regularization for Solving Inverse Problems

   A. S. Bhandiwad, A. J. Kamath, S. Asokan, and C. S. Seelamantula

   In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

   Bib URL

   @inproceedings{bhandiwad2024variational,
     author = {Bhandiwad, A. S. and Kamath, A. J. and Asokan, S. and Seelamantula, C. S.},
     title = {Variational Analysis of Adversarial Regularization for Solving Inverse Problems},
     booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     year = {2024},
     url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&cstart=100&pagesize=100&citation_for_view=1g1i1B4AAAAJ:GFxP56DSvIMC},
   }