Publications

* denotes equal contribution

In Submission

O Leong*, AF Gao*, H Sun, and KL Bouman. Ill-Posed Image Reconstruction without an Image Prior. [arxiv]

Conference Publications

AF Gao*, O Leong*, H Sun, and KL Bouman. Image Reconstruction without Explicit Priors. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023. [arxiv] [Project Website][code]

A.F. Gao, J. Castillo, Y. Yue, Z.E. Ross, and K. L. Bouman. DeepGEM: Generalized Expectation-Maximization for Blind Inversion, 35th Conference on Neural Information Processing Systems, 2021. [Paper] [Project Website] [code]

A.F. Gao, B. Rasmussen, P. Kulits, E.L. Scheller, R. Greenberger, B.L. Ehlmann; Generalized Unsupervised Clustering of Hyperspectral Images of Geological Targets in the Near Infrared, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, pp. 4294-4303. [Paper] [arxiv] [code]

Journal Publications

Y Yang, AF Gao, ZE Ross, K Azizzadenesheli, and RW Clayton. Rapid Seismic Waveform Modeling and Inversion with Neural Operators. IEEE Transactions on Geoscience and Remote Sensing, 2023.

Y. Yang*, A.F. Gao * , J.C. Castellanos*, Z.E. Ross, K. Azizzadenesheli, and R. W. Clayton. Seismic wave propagation and inversion with Neural Operators, The Seismic Record, in press. [Paper] [arxiv]