@STRING{PAMI = {IEEE Trans. Pattern Anal. Mach. Intell.}}
@STRING{IJCV = {Int. J. Comput. Vis.}}
@STRING{CVPR= {IEEE Conf. Comput. Vis. Pattern Recog.}}
@STRING{ICCV= {Int. Conf. Comput. Vis.}}
@STRING{ECCV= {Eur. Conf. Comput. Vis.}}
@STRING{NIPS= {Adv. Neural Inform. Process. Syst.}}
@STRING{ICPR = {Int. Conf. Pattern Recog.}}
@STRING{BMVC= {Brit. Mach. Vis. Conf.}}
@STRING{TOG= {ACM Trans. Graph.}}
@STRING{TIP  = {IEEE Trans. Image Process.}}
@STRING{TVCG  = {IEEE Trans. Vis. Comput. Graph.}}
@STRING{TMM  = {IEEE Trans. Multimedia}}
@STRING{ACMMM= {ACM Int. Conf. Multimedia}}
@STRING{ICME = {Int. Conf. Multimedia and Expo}}
@STRING{ICASSP=	{ICASSP}}
@STRING{ICIP = {IEEE Int. Conf. Image Process.}}
@STRING{ACCV  = {ACCV}}
@STRING{ICLR = {Int. Conf. Learn. Represent.}}
@STRING{IJCAI = {IJCAI}}
@STRING{PR   = {Pattern Recognition}}
@STRING{AAAI = {AAAI}}
@STRING{CVPRW= {IEEE Conf. Comput. Vis. Pattern Recog. Worksh.}}
@STRING{CSVT = {IEEE Trans. Circuit Syst. Video Technol.}}

@STRING{SPL	= {IEEE Sign. Process. Letters}}
@STRING{VR   = {Vis. Res.}}
@STRING{JOV	 = {J. Vis.}}
@STRING{TVC  = {The Vis. Comput.}}
@STRING{JCST  = {J. Comput. Sci. Tech.}}
@STRING{CGF  = {Comput. Graph. Forum}}
@STRING{CVM = {Computational Visual Media}}


@STRING{PAMI  = {IEEE TPAMI}}
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@STRING{TMM   =	{IEEE TMM}}
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@article{tarantola1984inversion,
  title={Inversion of seismic reflection data in the acoustic approximation},
  author={Tarantola, Albert},
  journal={Geophysics},
  volume={49},
  number={8},
  pages={1259--1266},
  year={1984},
  publisher={Society of Exploration Geophysicists}
}

@inproceedings{steeples1988seismic,
  title={Seismic reflection methods applied to engineering, environmental, and ground-water problems},
  author={Steeples, Don W and Miller, Richard D},
  booktitle={1st EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems},
  pages={cp--214},
  year={1988},
  organization={European Association of Geoscientists \& Engineers}
}

@book{telford1990applied,
  title={Applied geophysics},
  author={Telford, William Murray and Geldart, Lloyd P and Sheriff, Robert E},
  year={1990},
  publisher={Cambridge university press}
}

@book{yilmaz2001seismic,
  title={Seismic data analysis},
  author={Yilmaz, {\"O}zdo{\u{g}}an},
  volume={1},
  year={2001},
  publisher={Society of exploration geophysicists Tulsa}
}

@book{claerbout1985imaging,
  title={Imaging the earth's interior},
  author={Claerbout, Jon F},
  volume={1},
  year={1985},
  publisher={Blackwell Scientific Publications},
  address={Oxford, UK}
}

@article{biondi20043d,
  title={3D angle-domain common-image gathers for migration velocity analysis},
  author={Biondi, Biondo and Tisserant, Thomas},
  journal={Geophysical Prospecting},
  volume={52},
  number={6},
  pages={575--591},
  year={2004},
  publisher={European Association of Geoscientists \& Engineers}
}

@article{yang2021seismic,
  title={Seismic waveform inversion using learned operators},
  author={Yang, F. and others},
  journal={The Leading Edge},
  year={2021}
}

@article{virieux2009overview,
  title={An overview of full-waveform inversion in exploration geophysics},
  author={Virieux, Jean and Operto, St{\'e}phane},
  journal={Geophysics},
  volume={74},
  number={6},
  pages={WCC1--WCC26},
  year={2009},
  publisher={Society of Exploration Geophysicists}
}

@article{liu2006finite,
  title={Finite-frequency kernels based on adjoint methods},
  author={Liu, Qinya and Tromp, Jeroen},
  journal={Bulletin of the Seismological Society of America},
  volume={96},
  number={6},
  pages={2383--2397},
  year={2006},
  publisher={Seismological Society of America}
}

@article{plessix2006review,
  title={A review of the adjoint-state method for computing the gradient of a functional with geophysical applications},
  author={Plessix, R-E},
  journal={Geophysical Journal International},
  volume={167},
  number={2},
  pages={495--503},
  year={2006},
  publisher={Blackwell Publishing Ltd Oxford, UK}
}

@article{esser2018total,
  title={Total variation regularization strategies in full-waveform inversion},
  author={Esser, Ernie and Guasch, Lluis and van Leeuwen, Tristan and Aravkin, Aleksandr Y and Herrmann, Felix J},
  journal={SIAM Journal on Imaging Sciences},
  volume={11},
  number={1},
  pages={376--406},
  year={2018},
  publisher={SIAM}
}

@article{bunks1995multiscale,
  title={Multiscale seismic waveform inversion},
  author={Bunks, Carey and Saleck, Fatimetou M and Zaleski, Stephane and Chavent, Guy},
  journal={Geophysics},
  volume={60},
  number={5},
  pages={1457--1473},
  year={1995},
  publisher={Society of Exploration Geophysicists}
}

@article{leong2024time,
  title={Time-lapse seismic inversion for CO2 saturation with SeisCO2Net: An application to Frio-II site},
  author={Leong, Zi Xian and Zhu, Tieyuan and Sun, Alexander Y},
  journal={International Journal of Greenhouse Gas Control},
  volume={132},
  pages={104058},
  year={2024},
  publisher={Elsevier}
}

@inproceedings{wang2018velocity,
  title={Velocity model building with a modified fully convolutional network},
  author={Wang, Wenlong and Yang, Fangshu and Ma, Jianwei},
  booktitle={SEG International Exposition and Annual Meeting},
  pages={SEG--2018},
  year={2018},
  organization={SEG}
}

@inproceedings{wu2018inversionnet,
  title={InversionNet: Accurate and efficient seismic waveform inversion with convolutional neural networks},
  author={Wu, Yue and Lin, Youzuo and Zhou, Zheng},
  booktitle={SEG International Exposition and Annual Meeting},
  pages={SEG--2018},
  year={2018},
  organization={SEG}
}

@article{yang2019deep,
  title={Deep-learning inversion: A next-generation seismic velocity model building method},
  author={Yang, Fangshu and Ma, Jianwei},
  journal={Geophysics},
  volume={84},
  number={4},
  pages={R583--R599},
  year={2019},
  publisher={Society of Exploration Geophysicists}
}

@article{wu2019parametric,
  title={Parametric convolutional neural network-domain full-waveform inversion},
  author={Wu, Yulang and McMechan, George A},
  journal={Geophysics},
  volume={84},
  number={6},
  pages={R881--R896},
  year={2019},
  publisher={Society of Exploration Geophysicists}
}

@article{sun2023full,
  title={Full-waveform inversion using a learned regularization},
  author={Sun, Pengpeng and Yang, Fangshu and Liang, Hongxian and Ma, Jianwei},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  volume={61},
  pages={1--15},
  year={2023},
  publisher={IEEE}
}

@article{biondi2007angle,
  title={Angle-domain common-image gathers from anisotropic migration},
  author={Biondi, Biondo},
  journal={Geophysics},
  volume={72},
  number={2},
  pages={S81--S91},
  year={2007},
  publisher={Society of Exploration Geophysicists}
}

@article{symes2008migration,
  title={Migration velocity analysis and waveform inversion},
  author={Symes, William W},
  journal={Geophysical prospecting},
  volume={56},
  number={6},
  pages={765--790},
  year={2008},
  publisher={European Association of Geoscientists \& Engineers}
}

@article{hou2016accelerating,
  title={Accelerating extended least-squares migration with weighted conjugate gradient iteration},
  author={Hou, Jie and Symes, William W},
  journal={Geophysics},
  volume={81},
  number={4},
  pages={S165--S179},
  year={2016},
  publisher={Society of Exploration Geophysicists}
}

@article{yang2021low,
  title={Low-rank representation of omnidirectional subsurface extended image volumes},
  author={Yang, Mengmeng and Graff, Marie and Kumar, Rajiv and Herrmann, Felix J},
  journal={Geophysics},
  volume={86},
  number={3},
  pages={S165--S183},
  year={2021},
  publisher={Society of Exploration Geophysicists}
}

@article{ten2023omnidirectional,
  title={An omnidirectional seismic image extension},
  author={ten Kroode, Fons},
  journal={Inverse Problems},
  volume={39},
  number={3},
  pages={035003},
  year={2023},
  publisher={IOP Publishing}
}

@article{yin2024wise,
  title={WISE: Full-waveform variational inference via subsurface extensions},
  author={Yin, Ziyi and Orozco, Rafael and Louboutin, Mathias and Herrmann, Felix J},
  journal={Geophysics},
  volume={89},
  number={4},
  pages={A23--A28},
  year={2024},
  publisher={Society of Exploration Geophysicists}
}

@article{geng2022deep,
  title={Deep learning for velocity model building with common-image gather volumes},
  author={Geng, Zhicheng and Zhao, Zeyu and Shi, Yunzhi and Wu, Xinming and Fomel, Sergey and Sen, Mrinal},
  journal={Geophysical Journal International},
  volume={228},
  number={2},
  pages={1054--1070},
  year={2022},
  publisher={Oxford University Press}
}

@article{yao2023neural,
  title={Neural networks as a tool for domain translation of geophysical data},
  author={Yao, Jiashun and Guasch, Lluis and Warner, Michael},
  journal={Geophysics},
  volume={88},
  number={3},
  pages={V267--V275},
  year={2023},
  publisher={Society of Exploration Geophysicists}
}

@article{zhong2020inversion,
  title={Inversion of time-lapse seismic reservoir monitoring data using CycleGAN: A deep learning-based approach for estimating dynamic reservoir property changes},
  author={Zhong, Zhi and Sun, Alexander Y and Wu, Xinming},
  journal={Journal of Geophysical Research: Solid Earth},
  volume={125},
  number={3},
  pages={e2019JB018408},
  year={2020},
  publisher={Wiley Online Library}
}

@article{durall2021generative,
  title={Generative models for the transfer of knowledge in seismic interpretation with deep learning},
  author={Durall, Ricard and Tschannen, Valentin and Ettrich, Norman and Keuper, Janis},
  journal={The Leading Edge},
  volume={40},
  number={7},
  pages={534--542},
  year={2021},
  publisher={Society of Exploration Geophysicists Tulsa, Oklahoma}
}

@article{zhao2023seismic,
  title={Seismic resolution enhancement using a cycle generative adversarial neural network with pseudo-well data},
  author={Zhao, Xianzheng and Gao, Yang and Guo, Shuwen and Gu, Weiwei and Li, Guofa},
  journal={Applied Sciences},
  volume={13},
  number={24},
  pages={12980},
  year={2023},
  publisher={MDPI}
}

@article{verma2025robust,
  title={Robust simulation-based inference under missing data via neural processes},
  author={Verma, Yogesh and Bharti, Ayush and Garg, Vikas},
  journal={arXiv preprint arXiv:2503.01287},
  year={2025}
}

@article{elsemuller2025does,
  title={Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation},
  author={Elsem{\"u}ller, Lasse and Pratz, Valentin and von Krause, Mischa and Voss, Andreas and B{\"u}rkner, Paul-Christian and Radev, Stefan T},
  journal={arXiv preprint arXiv:2502.04949},
  year={2025}
}

@article{mosser2020stochastic,
  title={Stochastic seismic waveform inversion using generative adversarial networks as a geological prior},
  author={Mosser, Lukas and Dubrule, Olivier and Blunt, Martin J},
  journal={Mathematical Geosciences},
  volume={52},
  number={1},
  pages={53--79},
  year={2020},
  publisher={Springer}
}

@article{zhang2022seismic,
  title={Seismic impedance inversion based on geophysical-guided cycle-consistent generative adversarial networks},
  author={Zhang, Haihang and Zhang, Guangzhi and Gao, Jianhu and Li, Shengjun and Zhang, Jinmiao and Zhu, Zhenyu},
  journal={Journal of Petroleum Science and Engineering},
  volume={218},
  pages={111003},
  year={2022},
  publisher={Elsevier}
}

@article{kelly2025simulation,
  title={Simulation-based bayesian inference under model misspecification},
  author={Kelly, Ryan P and Warne, David J and Frazier, David T and Nott, David J and Gutmann, Michael U and Drovandi, Christopher},
  journal={arXiv preprint arXiv:2503.12315},
  year={2025}
}

@inproceedings{jones2012building,
  title={Building complex synthetic models to evaluate acquisition geometries and velocity inversion technologies},
  author={Jones, CE and Edgar, JA and Selvage, JI and Crook, H},
  booktitle={74th EAGE Conference and Exhibition incorporating EUROPEC 2012},
  pages={cp--293},
  year={2012},
  organization={European Association of Geoscientists \& Engineers}
}

@article{hennenfent2008simply,
  title={Simply denoise: Wavefield reconstruction via jittered undersampling},
  author={Hennenfent, Gilles and Herrmann, Felix J},
  journal={Geophysics},
  volume={73},
  number={3},
  pages={V19--V28},
  year={2008},
  publisher={Society of Exploration Geophysicists}
}

@article{herrmann2010randomized,
  title={Randomized sampling and sparsity: Getting more information from fewer samples},
  author={Herrmann, Felix J},
  journal={Geophysics},
  volume={75},
  number={6},
  pages={WB173--WB187},
  year={2010},
  publisher={Society of Exploration Geophysicists}
}

@article{wason2017low,
  title={Low-cost time-lapse seismic with distributed compressive sensing—Part 2: Impact on repeatability},
  author={Wason, Haneet and Oghenekohwo, Felix and Herrmann, Felix J},
  journal={Geophysics},
  volume={82},
  number={3},
  pages={P15--P30},
  year={2017},
  publisher={Society of Exploration Geophysicists}
}

@inproceedings{wason2013time,
  title={Time-jittered ocean bottom seismic acquisition},
  author={Wason, Haneet and Herrmann, Felix J},
  booktitle={SEG International Exposition and Annual Meeting},
  pages={SEG--2013},
  year={2013},
  organization={SEG}
}

@article{oghenekohwo2017low,
  title={Low-cost time-lapse seismic with distributed compressive sensing—Part 1: Exploiting common information among the vintages},
  author={Oghenekohwo, Felix and Wason, Haneet and Esser, Ernie and Herrmann, Felix J},
  journal={Geophysics},
  volume={82},
  number={3},
  pages={P1--P13},
  year={2017},
  publisher={Society of Exploration Geophysicists}
}

@article{yin2023derisking,
  title={Derisking geologic carbon storage from high-resolution time-lapse seismic to explainable leakage detection},
  author={Yin, Ziyi and Erdinc, Huseyin Tuna and Gahlot, Abhinav Prakash and Louboutin, Mathias and Herrmann, Felix J},
  journal={The Leading Edge},
  volume={42},
  number={1},
  pages={69--76},
  year={2023},
  publisher={Society of Exploration Geophysicists}
}

@article{louboutin2019devito,
  title={Devito (v3. 1.0): an embedded domain-specific language for finite differences and geophysical exploration},
  author={Louboutin, Mathias and Lange, Michael and Luporini, Fabio and Kukreja, Navjot and Witte, Philipp A and Herrmann, Felix J and Velesko, Paulius and Gorman, Gerard J},
  journal={Geoscientific Model Development},
  volume={12},
  number={3},
  pages={1165--1187},
  year={2019},
  publisher={Copernicus Publications G{\"o}ttingen, Germany}
}

@article{witte2019large,
  title={A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia},
  author={Witte, Philipp A and Louboutin, Mathias and Kukreja, Navjot and Luporini, Fabio and Lange, Michael and Gorman, Gerard J and Herrmann, Felix J},
  journal={Geophysics},
  volume={84},
  number={3},
  pages={F57--F71},
  year={2019},
  publisher={Society of Exploration Geophysicists}
}

@article{van2013mitigating,
  title={Mitigating local minima in full-waveform inversion by expanding the search space},
  author={Van Leeuwen, Tristan and Herrmann, Felix J},
  journal={Geophysical Journal International},
  volume={195},
  number={1},
  pages={661--667},
  year={2013},
  publisher={Oxford University Press}
}

@article{araya2019deep,
  title={Deep learning-driven velocity model building workflow},
  author={Araya-Polo, Mauricio and Farris, Stuart and Florez, Manuel},
  journal={The Leading Edge},
  volume={38},
  number={11},
  pages={872a1--872a9},
  year={2019},
  publisher={Society of Exploration Geophysicists}
}

@article{sun2020extrapolated,
  title={Extrapolated full-waveform inversion with deep learning},
  author={Sun, Hongyu and Demanet, Laurent},
  journal={Geophysics},
  volume={85},
  number={3},
  pages={R275--R288},
  year={2020},
  publisher={Society of Exploration Geophysicists}
}

@article{gretton2012kernel,
  title={A kernel two-sample test},
  author={Gretton, Arthur and Borgwardt, Karsten M and Rasch, Malte J and Sch{\"o}lkopf, Bernhard and Smola, Alexander},
  journal={The journal of machine learning research},
  volume={13},
  number={1},
  pages={723--773},
  year={2012},
  publisher={JMLR. org}
}

@article{kingma2018glow,
  title={Glow: Generative flow with invertible 1x1 convolutions},
  author={Kingma, Durk P and Dhariwal, Prafulla},
  journal={Advances in neural information processing systems},
  volume={31},
  year={2018}
}

@article{ardizzone2019guided,
  title={Guided image generation with conditional invertible neural networks},
  author={Ardizzone, Lynton and L{\"u}th, Carsten and Kruse, Jakob and Rother, Carsten and K{\"o}the, Ullrich},
  journal={arXiv preprint arXiv:1907.02392},
  year={2019}
}

@article{lumley20104d,
  title={4D seismic monitoring of CO 2 sequestration},
  author={Lumley, David},
  journal={The Leading Edge},
  volume={29},
  number={2},
  pages={150--155},
  year={2010},
  publisher={Society of Exploration Geophysicists}
}

@article{cranmer2020frontier,
  title={The frontier of simulation-based inference},
  author={Cranmer, Kyle and Brehmer, Johann and Louppe, Gilles},
  journal={Proceedings of the National Academy of Sciences},
  volume={117},
  number={48},
  pages={30055--30062},
  year={2020},
  publisher={National Academy of Sciences}
}

@inproceedings{ren2021seismic,
  title={Seismic velocity inversion and uncertainty quantification using conditional normalizing flows},
  author={Ren, Yuxiao and Witte, Philipp A and Siahkoohi, Ali and Louboutin, Mathias and Yin, Ziyi and Herrmann, Felix J},
  booktitle={AGU Fall Meeting},
  pages={U12A--03},
  year={2021}
}

@inproceedings{orozco2023adjoint,
  title={Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification},
  author={Orozco, Rafael and Siahkoohi, Ali and Rizzuti, Gabrio and van Leeuwen, Tristan and Herrmann, Felix J},
  booktitle={Medical Imaging 2023: Image Processing},
  volume={12464},
  pages={365--375},
  year={2023},
  organization={SPIE}
}

@article{thomsen1986weak,
  title={Weak elastic anisotropy},
  author={Thomsen, Leon},
  journal={Geophysics},
  volume={51},
  number={10},
  pages={1954--1966},
  year={1986},
  publisher={Society of Exploration Geophysicists}
}

@article{farris2023learning,
  title={Learning-based seismic velocity inversion with synthetic and field data},
  author={Farris, Stuart and Clapp, Robert and Araya-Polo, Mauricio},
  journal={Sensors},
  volume={23},
  number={19},
  pages={8277},
  year={2023},
  publisher={MDPI}
}

@article{alkhalifah2022mlreal,
  title={MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning},
  author={Alkhalifah, Tariq and Wang, Hanchen and Ovcharenko, Oleg},
  journal={Artificial Intelligence in Geosciences},
  volume={3},
  pages={101--114},
  year={2022},
  publisher={Elsevier}
}

@article{gahlot2025uads,
    author = {Gahlot, Abhinav Prakash and Orozco, Rafael and Yin, Ziyi and Bruer, Grant and Herrmann, Felix J},
    title = {An uncertainty-aware digital shadow for underground multimodal CO2 storage monitoring},
    journal = {Geophysical Journal International},
    volume = {242},
    number = {1},
    pages = {ggaf176},
    year = {2025},
    month = {05},
    abstract = {},
    issn = {1365-246X},
    doi = {10.1093/gji/ggaf176},
    url = {https://doi.org/10.1093/gji/ggaf176},
    eprint = {https://academic.oup.com/gji/article-pdf/242/1/ggaf176/63310597/ggaf176.pdf},
}

@article {siahkoohi2022ravi,
	title = {Reliable amortized variational inference with physics-based latent distribution correction},
	journal = {Geophysics},
	volume = {88},
	number = {3},
	year = {2023},
	note = {(Geophysics)},
	month = {05},
	abstract = {},
	keywords = {Inverse problems, Normalizing flows, seismic imaging, Uncertainty quantification, Variational Inference},
	doi = {10.1190/geo2022-0472.1},
	url = {https://slim.gatech.edu/Publications/Public/Journals/Geophysics/2023/siahkoohi2022ravi/paper.html},
	software = {https://github.com/slimgroup/ReliableAVI.jl},
	author = {Ali Siahkoohi and Gabrio Rizzuti and Rafael Orozco and Felix J. Herrmann}
}