2 papers
cs.CV2026
Physen-Noise2Noise: Physics-Guided Self-Supervised Defocus Deblurring with Bias Correction under Low-Light Conditions
Ziyan Huang, Lang Wu, Hongji Wang +3
Low-light, long-exposure defocus deblurring remains a challenging problem due to the simultaneous presence of severe blur and complex biased noise. Existing methods typically rely…
stat.CO2025
Gaussian Process Regression for Uncertainty Quantification: An Introductory Tutorial
Jinglai Li, Hongqiao Wang
Uncertainty Quantification (UQ) is essential for the reliable application of computational models in engineering and science. Among surrogate modeling techniques, Gaussian Process…