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Hsin-Cheng Lu

2 accepted papers

2025

Improving Generalization Ability for 3D Object Detection by Learning Sparsity-Invariant Features

ICRA 2025

In autonomous driving, 3D object detection is essential for accurately identifying and tracking objects. Despite the continuous development of various technologies for this task, a significant drawback is observed in most of them—they experience substantial performance degradation when detecting obj

Cited by 1SourcecodeScholar
2024

RiskBench: A Scenario-based Benchmark for Risk Identification

ICRA 2024poster

Intelligent driving systems aim to achieve a zero-collision mobility experience, requiring interdisciplinary efforts to enhance safety performance. This work focuses on risk identification, the process of identifying and analyzing risks stemming from dynamic traffic participants and unexpected event…

Cited by 5SourcecodeScholar