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ORCIDAgnimitra Dasgupta
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2020 – today
- 2026
[j3]Saeed Moazami, Sepideh Rezvani, Agnimitra Dasgupta, Assad A. Oberai:
Probabilistic multi-site MR image harmonization via feature preserving conditional generative adversarial networks. Comput. Medical Imaging Graph. 132: 102777 (2026)- [i11]Agnimitra Dasgupta, Ali Fardisi, Mehrnegar Aminy, Brianna Binder, Bryan Shaddy
, Assad A. Oberai:
Solving physics-constrained inverse problems with conditional flow matching. CoRR abs/2603.14135 (2026) - [i10]Brianna Binder, Agnimitra Dasgupta, Assad A. Oberai:
Closed-form conditional diffusion models for data assimilation. CoRR abs/2603.21291 (2026) - 2025
- [i9]Ricardo Baptista, Agnimitra Dasgupta, Nikola B. Kovachki, Assad A. Oberai, Andrew M. Stuart:
Memorization and Regularization in Generative Diffusion Models. CoRR abs/2501.15785 (2025) - [i8]Agnimitra Dasgupta, Alexsander Marciano da Cunha, Ali Fardisi, Mehrnegar Aminy, Brianna Binder, Bryan Shaddy, Assad A. Oberai:
Unifying and extending Diffusion Models through PDEs for solving Inverse Problems. CoRR abs/2504.07437 (2025) - [i7]Bryan Shaddy, Brianna Binder, Agnimitra Dasgupta, Haitong Qin, James Haley, Angel Farguell, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Jan Mandel, Assad A. Oberai:
Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height. CoRR abs/2506.10404 (2025) - [i6]Agnimitra Dasgupta, Javier Murgoitio-Esandi, Ali Fardisi, Assad A. Oberai:
Time-dependent density estimation using binary classifiers. CoRR abs/2506.15505 (2025) - 2024
- [j2]Agnimitra Dasgupta, Erik A. Johnson:
REIN: Reliability Estimation via Importance sampling with Normalizing flows. Reliab. Eng. Syst. Saf. 242: 109729 (2024) - [i5]Tyler Presser, Agnimitra Dasgupta, Daniel Erwin, Assad A. Oberai:
Diffusion Models for Generating Ballistic Spacecraft Trajectories. CoRR abs/2405.11738 (2024) - [i4]Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi, Ken Y. Foo, Runze Li, Qifa Zhou, Brendan F. Kennedy, Assad A. Oberai:
Conditional score-based diffusion models for solving inverse problems in mechanics. CoRR abs/2406.13154 (2024) - 2023
- [c1]Agnimitra Dasgupta, Carlo Graziani, Zichao Wendy Di:
Simultaneous Reconstruction and Uncertainty Quantification for Tomography. ICASSP 2023: 1-5 - [i3]Deep Ray, Javier Murgoitio-Esandi, Agnimitra Dasgupta, Assad A. Oberai:
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty. CoRR abs/2306.04895 (2023) - [i2]Agnimitra Dasgupta, Dhruv V. Patel, Deep Ray, Erik A. Johnson, Assad A. Oberai:
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows. CoRR abs/2310.04690 (2023) - 2021
- [i1]Agnimitra Dasgupta, Zichao Wendy Di:
Uncertainty quantification for ptychography using normalizing flows. CoRR abs/2111.00745 (2021)
2010 – 2019
- 2019
- [j1]Agnimitra Dasgupta, Debraj Ghosh:
Failure Probability Estimation of Linear Time Varying Systems by Progressive Refinement of Reduced Order Models. SIAM/ASA J. Uncertain. Quantification 7(3): 1007-1028 (2019)
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