3 papers
cs.CV2026
A Green Learning Approach to LDCT Image Restoration
Wei Wang, Yixing Wu, C. -C. Jay Kuo
This work proposes a green learning (GL) approach to restore medical images. Without loss of generality, we use low-dose computed tomography (LDCT) images as examples. LDCT images…
cs.LG2026
A Statistical Approach for Modeling Irregular Multivariate Time Series with Missing Observations
Dingyi Nie, Yixing Wu, C. -C. Jay Kuo
Irregular multivariate time series with missing values present significant challenges for predictive modeling in domains such as healthcare. While deep learning approaches often fo…
eess.IV2025
GUSL-Dehaze: A Green U-Shaped Learning Approach to Image Dehazing
Mahtab Movaheddrad, Laurence Palmer, C. -C. Jay Kuo
Image dehazing is a restoration task that aims to recover a clear image from a single hazy input. Traditional approaches rely on statistical priors and the physics-based atmospheri…