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Chih-Hong Cheng

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

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

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

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

Aug 11, 2023
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Safety Performance of Neural Networks in the Presence of Covariate Shift

Jul 24, 2023
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What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems

Jul 20, 2023
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Towards Rigorous Design of OoD Detectors

Jun 14, 2023
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