Hongge Chen

SHIFT3D: Synthesizing Hard Inputs For Tricking 3D Detectors

2023

We present SHIFT3D, a differentiable pipeline for generating 3D shapes that are structurally plausible yet challenging to 3D object detectors. In safety-critical applications like autonomous driving, discovering such novel challenging objects can offer insight into …