How to incorporate geometric information in such a way that it improves generalization ability of deep inverse models? This is the question that we are trying to answer. I am working with Xiajun Jiang under the supervision of Prof. Linwei Wang to answer these questions.
- Jiang, X., Ghimire, S., Dhamala, J., Li, Z., Gyawali, P.K. and Wang, L., 2020, October. Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction. In International Conference on Medical Image Computing and Computer-Assisted Intervention (pp. 487-496). Springer, Cham.