1 code implementation • 22 Dec 2023 • Zhenjia Li, Jinrang Jia, Yifeng Shi
To select samples adaptively, we propose a Learnable Sample Selection (LSS) module, which is based on Gumbel-Softmax and a relative-distance sample divider.
Ranked #2 on Monocular 3D Object Detection on KITTI Cars Moderate
1 code implementation • 12 Oct 2023 • Xianghao Kong, Wentao Jiang, Jinrang Jia, Yifeng Shi, Runsheng Xu, Si Liu
To take full advantage of simulated data, we present a new unsupervised sim2real domain adaptation method for V2X collaborative detection named Decoupled Unsupervised Sim2Real Adaptation (DUSA).
no code implementations • ICCV 2023 • Ziming Chen, Yifeng Shi, Jinrang Jia
Furthermore, it can align the domain gaps between vehicle and infrastructure features, and improve the robustness of feature fusion, leading to a high cooperative perception accuracy.