6 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 6 cited
Feature Group Tabular Transformer: A Novel Approach to Traffic Crash Modeling and Causality Analysis
Oscar Lares, Hao Zhen, Jidong J. Yang
Reliable and interpretable traffic crash modeling is essential for understanding causality and improving road safety. This study introduces a novel approach to predicting collision…
cs.CV2024
Enhancing autonomous vehicle safety in rain: a data-centric approach for clear vision
Mark A. Seferian, Jidong J. Yang
Autonomous vehicles face significant challenges in navigating adverse weather, particularly rain, due to the visual impairment of camera-based systems. In this study, we leveraged…
cs.CV2024
Leveraging Scene Geometry and Depth Information for Robust Image Deraining
Ningning Xu, Jidong J. Yang
Image deraining holds great potential for enhancing the vision of autonomous vehicles in rainy conditions, contributing to safer driving. Previous works have primarily focused on e…