2 papers
eess.IV2026
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
Cassandra Tong Ye, Shamus Li, Tyler King +1
While deep learning offers tremendous promise for scientific and medical imaging, any failures and hallucinations (predictions that do not coincide with reality) are hard to pinpoi…
eess.IV2025
Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy
Cassandra Tong Ye, Jiashu Han, Kunzan Liu +4
Scanning microscopy systems, such as confocal and multiphoton microscopy, are powerful imaging tools for probing deep into biological tissue. However, scanning systems have an inhe…