Assad Oberai

Joined

July 2019

Names

Assad Oberai (Preferred)

Emails

****@usc.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Southern California (usc.edu)

2018 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Conditional score-based generative models for solving physics-based inverse problems
Agnimitra Dasgupta, Javier Murgoitio-Esandi, Deep Ray, Assad Oberai
- NeurIPS 2023 Deep Inverse Workshop Poster
- Readers: Everyone
GAN-Flow: A dimension-reduced variational framework for physics-based inverse problems
Agnimitra Dasgupta, Dhruv V Patel, Deep Ray, Erik Johnson, Assad Oberai
- 06 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Efficient posterior inference & generalization in physics-based Bayesian inference with conditional GANs
Deep Ray, Dhruv V Patel, Harisankar Ramaswamy, Assad Oberai
- Published: 19 Oct 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Deep Inverse Workshop Poster
- Readers: Everyone
Bayesian Inference in Physics-Driven Problems with Adversarial Priors
Dhruv V Patel, Deep Ray, Harisankar Ramaswamy, Assad Oberai
- Published: 06 Jul 2022, Last Modified: 05 May 2023
- NeurIPS 2020 Deep Inverse Workshop Poster
- Readers: Everyone

Co-Authors