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09/06/2023
Hierarchical-level rain image generative model based on GAN
Autonomous vehicles are exposed to various weather during operation, whi...
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06/24/2023
Smoothed f-Divergence Distributionally Robust Optimization: Exponential Rate Efficiency and Complexity-Free Calibration
In data-driven optimization, sample average approximation is known to su...
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10/20/2022
Finite-Sample Coverage Errors of the Cheap Bootstrap With Minimal Resampling Effort
The bootstrap is a popular data-driven method to quantify statistical un...
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04/25/2022
Gate-Level Side-Channel Leakage Assessment with Architecture Correlation Analysis
While side-channel leakage is traditionally evaluated from a fabricated ...
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04/08/2022
Leverage the Average: Averaged Sampling in Pre-Silicon Side-Channel Leakage Assessment
Pre-silicon side-channel leakage assessment is a useful tool to identify...
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04/04/2022
Test Against High-Dimensional Uncertainties: Accelerated Evaluation of Autonomous Vehicles with Deep Importance Sampling
Evaluating the performance of autonomous vehicles (AV) and their complex...
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11/15/2021