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Chih-Hong Cheng

Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection

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Mar 10, 2025
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Online Collision Risk Estimation via Monocular Depth-Aware Object Detectors and Fuzzy Inference

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Nov 09, 2024
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Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey

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Sep 26, 2024
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Formal Specification, Assessment, and Enforcement of Fairness for Generative AIs

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Apr 26, 2024
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Estimating the Robustness Radius for Randomized Smoothing with 100$\times$ Sample Efficiency

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Apr 26, 2024
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BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection

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Mar 27, 2024
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EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union

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Mar 20, 2024
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Instance-Level Safety-Aware Fidelity of Synthetic Data and Its Calibration

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Feb 10, 2024
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Runtime Monitoring DNN-Based Perception

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Oct 06, 2023
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Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications

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Aug 11, 2023
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