Biblio
] , “Wave-equation based inversion with amortized variational Bayesian inference”, in EAGE Annual Conference Proceedings, 2022, p. Session 2: Velocity model building and imaging (different domains).
, “Uncertainty quantification in imaging and automatic horizon tracking—a Bayesian deep-prior based approach”, in SEG Technical Program Expanded Abstracts, 2020, pp. 1636-1640.
, “Capturing velocity-model uncertainty and two-phase flow with Fourier Neural Operators”, in EAGE Annual Conference Proceedings, 2022, p. AI in Geoscience and Geophysics: Current Trends and Future Prospects (Dedicated Session).
, “Weak deep priors for seismic imaging”, in SEG Technical Program Expanded Abstracts, 2020, pp. 2998-3002.
, “Ultra-Low-Bitrate Speech Coding with Pretrained Transformers”, in Proceedings of INTERSPEECH, 2022.
, “Reliable amortized variational inference with conditional normalizing flows via physics-based latent distribution correction”, in IMAGE Workshop on Subsurface Uncertainty Description and Estimation - Moving Away from Single Prediction with Distribution Learning, 2022.
, “Seismic data reconstruction with Generative Adversarial Networks”, in EAGE Annual Conference Proceedings, 2018.
, “Seismic Imaging with Uncertainty Quantification: Sampling from the Posterior with Generative Networks”, in SIAM Conference on Imaging Science, 2020.
, “Unsupervised data-guided uncertainty analysis in imaging and horizon tracking”, in SIAM Texas-Louisiana, 2020.
, “Preconditioned training of normalizing flows for variational inference in inverse problems”, in 3rd Symposium on Advances in Approximate Bayesian Inference, 2021.
, “Deep Bayesian Inference for Task-based Seismic Imaging”, in KAUST, 2021.
, “Constrained waveform inversion of colocated VSP and surface seismic data”, in EAGE Annual Conference Proceedings, 2015.
, “Higher dimensional blue-noise sampling schemes for curvelet-based seismic data recovery”, in SEG Technical Program Expanded Abstracts, 2009, vol. 28, pp. 191-195.
, “A parallel windowed fast discrete curvelet transform applied to seismic processing”, in SEG Technical Program Expanded Abstracts, 2006, vol. 25, pp. 2767-2771.
, “Large-scale seismic data recovery by the parallel windowed curvelet transform”, in SINBAD 2006, 2006.
, “(P)SLIMPy: parallel extension”, in SINBAD 2006, 2006.
, “Sparse least-squares seismic imaging with source estimation utilizing multiples”, in PIMS Workshop on Advances in Seismic Imaging and Inversion, 2015.
, “Least-squares migration of full wavefield with source encoding”, in EAGE Annual Conference Proceedings, 2012.
, “Imaging with multiples accelerated by message passing”, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-6.
, “Sparsity-promoting migration with surface-related multiples”, in EAGE Annual Conference Proceedings, 2011.
, “Migration with surface-related multiples from incomplete seismic data”, in SEG Technical Program Expanded Abstracts, 2011, vol. 30, pp. 3222-3227.
, “Fast linearized inversion with surface-related multiples with source estimation”, in SEG Workshop on Using Multiples as Signal for Imaging; Denver, 2014.
, “Limitations of the deconvolutional imaging condition for two-way propagators”, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 3916-3920.
, “Controlling linearization errors in $\ell_1$ regularized inversion by rerandomization”, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 4640-4644.
, “Fast least-squares migration with multiples and source estimation”, in EAGE Annual Conference Proceedings, 2013.