5 citations · 6 across the 2 of their papers we have counts for
3 papers
physics.optics2024★ 1 cited
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…
cs.LG2024
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…
physics.optics2023★ 5 cited
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…