2 papers
cs.CV2025
Co-domain Symmetry for Complex-Valued Deep Learning
Utkarsh Singhal, Yifei Xing, Stella X. Yu
We study complex-valued scaling as a type of symmetry natural and unique to complex-valued measurements and representations. Deep Complex Networks (DCN) extends real-valued algebra…
eess.IV2025
Coordinate-based neural representations for computational adaptive optics in widefield microscopy
Iksung Kang, Qinrong Zhang, Stella X. Yu +1
Widefield microscopy is widely used for non-invasive imaging of biological structures at subcellular resolution. When applied to complex specimen, its image quality is degraded by…