Agnimitra Dasgupta

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Diffusion Model

Emission Tomography

Image Reconstruction

Inverse Problems

Top Venues

SIAM/ASA J. Uncertain. Quantification

Reliab. Eng. Syst. Saf.

Publications

Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi, Ken Foo, Runze Li, Qifa Zhou, Brendan Kennedy, Assad A. Oberai
Conditional score-based diffusion models for solving inverse problems in mechanics. CoRR (2024)
Tyler Presser, Agnimitra Dasgupta, Daniel Erwin, Assad A. Oberai
Diffusion Models for Generating Ballistic Spacecraft Trajectories. CoRR (2024)
Agnimitra Dasgupta, Erik A. Johnson
REIN: Reliability Estimation via Importance sampling with Normalizing flows. Reliab. Eng. Syst. Saf. 242 (2024)
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 (2023)
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 (2023)
Agnimitra Dasgupta, Carlo Graziani, Zichao Wendy Di
Simultaneous Reconstruction and Uncertainty Quantification for Tomography. ICASSP (2023)
Agnimitra Dasgupta, Zichao Wendy Di
Uncertainty quantification for ptychography using normalizing flows. CoRR (2021)
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) (2019)