2 papers
stat.ME2024
Quantifying Distributional Input Uncertainty via Inflated Kolmogorov-Smirnov Confidence Band
Motong Chen, Henry Lam, Zhenyuan Liu
In stochastic simulation, input uncertainty refers to the propagation of the statistical noise in calibrating input models to impact output accuracy, in addition to the Monte Carlo…
cs.CV2023
Hierarchical-level rain image generative model based on GAN
Zhenyuan Liu, Tong Jia, Xingyu Xing +2
Autonomous vehicles are exposed to various weather during operation, which is likely to trigger the performance limitations of the perception system, leading to the safety of the i…