Attention Please: Getting the Most from CIGs with Learned Summary Statistics

TitleAttention Please: Getting the Most from CIGs with Learned Summary Statistics
Publication TypeConference
Year of Publication2025
AuthorsZeng, S, Rafael Orozco, Yunlin Zeng, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Felix J. Herrmann
Conference NameInternational Meeting for Applied Geoscience and Energy
Month8
Keywordsattention, Bayesian inference, CIG, deep learning, diffusion models, FWI, IMAGE, Imaging, Inverse problems, learned summary statistics, RTM, SEG, uncertainty calibration, Uncertainty quantification, velocity model building, WISE
URLhttps://slim.gatech.edu/Publications/Public/Conferences/SEG/2025/herrmann20205IMAGEapg
Citation Keyherrmann20205IMAGEapg