5 citations · 9 across the 4 of their papers we have counts for
4 papers
Generalization vs. Hallucination
Xuyu Zhang, Haofan Huang, Dawei Zhang +4
With fast developments in computational power and algorithms, deep learning has made breakthroughs and been applied in many fields. However, generalization remains to be a critical…
Cross-Dataset Generalization in Deep Learning
Xuyu Zhang, Haofan Huang, Dawei Zhang +4
Deep learning has been extensively used in various fields, such as phase imaging, 3D imaging reconstruction, phase unwrapping, and laser speckle reduction, particularly for complex…
Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiber
Shengfu Cheng, Xuyu Zhang, Tianting Zhong +5
Transmission matrix (TM) allows light control through complex media such as multimode fibers (MMFs), gaining great attention in areas like biophotonics over the past decade. The me…
Different Channels to Transmit Information in a Scattering Medium
Xuyu Zhang, Jingjing Gao, Yu Gan +6
A channel should be built to transmit information from one place to another. Imaging is 2 or higher dimensional information communication. Conventionally, an imaging channel compri…