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20222026
most citedImage-Based Vehicle Classification by Synergizing Features from Supervised and Self-Supervised Learning Paradigms

9 citations · 33 across the 15 of their papers we have counts for

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2 papers · 1 filter

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.LG2022★ 5 cited

Semi-supervised multiscale dual-encoding method for faulty traffic data detection

Yongcan Huang, Jidong J. Yang

Inspired by the recent success of deep learning in multiscale information encoding, we introduce a variational autoencoder (VAE) based semi-supervised method for detection of fault…