58 citations · 216 across the 16 of their papers we have counts for
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cs.LG2022★ 9 cited
Transformer Meets Boundary Value Inverse Problems
Ruchi Guo, Shuhao Cao, Long Chen
A Transformer-based deep direct sampling method is proposed for electrical impedance tomography, a well-known severely ill-posed nonlinear boundary value inverse problem. A real-ti…
math.NA2022★ 3 cited
A nonconforming primal hybrid finite element method for the two-dimensional vector Laplacian
Mary Barker, Shuhao Cao, Ari Stern
We introduce a nonconforming hybrid finite element method for the two-dimensional vector Laplacian, based on a primal variational principle for which conforming methods are known t…
cs.CV2022★ 23 cited
How to Understand Masked Autoencoders
Shuhao Cao, Peng Xu, David A. Clifton
"Masked Autoencoders (MAE) Are Scalable Vision Learners" revolutionizes the self-supervised learning method in that it not only achieves the state-of-the-art for image pre-training…