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Hongjun Choi

ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation

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Sep 12, 2024
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Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data

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Jul 07, 2024
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Enhancing Accuracy and Parameter-Efficiency of Neural Representations for Network Parameterization

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Jun 29, 2024
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Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving

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Apr 28, 2023
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Leveraging Angular Distributions for Improved Knowledge Distillation

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Feb 27, 2023
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Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study

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Nov 09, 2022
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Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches

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Jul 11, 2022
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PHYSFRAME: Type Checking Physical Frames of Reference for Robotic Systems

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Jun 21, 2021
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Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint

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Feb 02, 2021
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Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification

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Sep 22, 2020
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