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Saif Eddin Jabari

Urban traffic analysis and forecasting through shared Koopman eigenmodes

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Sep 07, 2024
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Representing Neural Network Layers as Linear Operations via Koopman Operator Theory

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Sep 02, 2024
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Fourier neural operator for learning solutions to macroscopic traffic flow models: Application to the forward and inverse problems

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Aug 14, 2023
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Physical Backdoor Trigger Activation of Autonomous Vehicle using Reachability Analysis

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Mar 27, 2023
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Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems

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Mar 24, 2023
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Learning-based solutions to nonlinear hyperbolic PDEs: Empirical insights on generalization errors

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Feb 16, 2023
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Generalized adaptive smoothing based neural network architecture for traffic state estimation

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Jan 09, 2023
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PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks

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Mar 26, 2022
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Learning Traffic Speed Dynamics from Visualizations

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May 04, 2021
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Incorporating Kinematic Wave Theory into a Deep Learning Method for High-Resolution Traffic Speed Estimation

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Feb 04, 2021
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