Variational Bayes image restoration with compressive autoencodersIEEE Transactions on Image Processing (IEEE TIP), 2023 |
An autoencoder compression approach for accelerating large-scale inverse
problemsInverse Problems (IP), 2023 |
Randomized Maximum Likelihood via High-Dimensional Bayesian OptimizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 |
The efficacy and generalizability of conditional GANs for posterior
inference in physics-based inverse problemsNumerical Algebra, Control and Optimization (NACO), 2022 |