DeepGEM: Generalized Expectation Maximization for Blind Inversion

Requirements

General requirements for PyTorch release:

• pytorch

For seismic tomography:

• eikonalfm

Please check DeepGEM.def to build the singularity container.

Citation

@inproceedings{gao2021deepgem,
 author = {Gao, Angela F and Castillo, Jorge C and Yue, Yisong and Ross, Zachary E and Bouman, Katherine L},
 booktitle = {Advances in Neural Information Processing Systems},
 title = {DeepGEM: Generalized Expectation-Maximization for Blind Inversion},
 volume = {35},
 year = {2021}
}