44 citations · 109 across the 14 of their papers we have counts for
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stat.ML2021
Uncertainty quantification for ptychography using normalizing flows
Agnimitra Dasgupta, Zichao Wendy Di
Ptychography, as an essential tool for high-resolution and nondestructive material characterization, presents a challenging large-scale nonlinear and non-convex inverse problem; ho…
stat.AP2021★ 1 cited
Low-Rank Tensor Regression for X-Ray Tomography
Sanket R. Jantre, Zichao Wendy Di
Tomographic imaging is useful for revealing the internal structure of a 3D sample. Classical reconstruction methods treat the object of interest as a vector to estimate its value.…
stat.AP2021★ 1 cited
Simultaneous Reconstruction and Uncertainty Quantification for Tomography
Agnimitra Dasgupta, Carlo Graziani, Zichao Wendy Di
Tomographic reconstruction, despite its revolutionary impact on a wide range of applications, suffers from its ill-posed nature in that there is no unique solution because of limit…