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Stephan A. Durham

University of Georgia

Athens, GA 30602-6254

United States

  • University of Georgia

SCHOLARLY PAPERS

2

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152

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Scholarly Papers (2)

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1.

Composite Deep Learning Architecture for Vehicle Classification

Number of pages: 28 Posted: 16 Dec 2022
Shihan Ma, Jidong J. Yang, Mi Geum Chorzepa, Clint Morris, S. Sonny Kim and Stephan A. Durham
University of Georgia, University of Georgia, University of Georgia, University of Georgia, University of Georgia and University of Georgia
Downloads 118 (604,538)

Abstract:

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vehicle classification, vision transformers, self-supervised learning, feature fusion, random wheel masking, object detection

2.

Learning and Automating Agency Bridge Maintenance Decisions with Policy-Adaptive Reinforcement Learning

Number of pages: 54 Posted: 07 Jan 2026
Adeyemi Sowemimo, Mi Geum Chorzepa, Bjorn Birgisson, Stephan A. Durham and Linbing Wang
University of Georgia, University of Georgia, University of Georgia, University of Georgia and University of Georgia
Downloads 34 (1,263,436)

Abstract:

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Reinforcement Learning, Bridge maintenance, Decision automation, Bayesian optimization, Policy evaluation, Explainable machine learning, Infrastructure asset management