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Xiaoya Zhang

Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection

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Apr 11, 2023
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Robust Regression with Highly Corrupted Data via Physics Informed Neural Networks

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Oct 19, 2022
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OA-Bug: An Olfactory-Auditory Augmented Bug Algorithm for Swarm Robots in a Denied Environment

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Sep 28, 2022
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Heat Source Layout Optimization Using Automatic Deep Learning Surrogate Model and Multimodal Neighborhood Search Algorithm

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May 16, 2022
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RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks

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May 12, 2022
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Consistency regularization-based Deep Polynomial Chaos Neural Network Method for Reliability Analysis

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Apr 04, 2022
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A physics and data co-driven surrogate modeling approach for temperature field prediction on irregular geometric domain

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Mar 15, 2022
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Searching for Robust Neural Architectures via Comprehensive and Reliable Evaluation

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Mar 07, 2022
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Physics-Informed Deep Monte Carlo Quantile Regression method for Interval Multilevel Bayesian Network-based Satellite Heat Reliability Analysis

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Feb 14, 2022
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FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack

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Sep 15, 2021
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