Guochao Liu — accepted AI-conference papers

2024

Towards Stable 3D Object Detection

Jiabao Wang, Qiang Meng, Guochao Liu, Liujiang Yan, Ke Wang, Ming-Ming Cheng +1

ECCV 2024poster

"In autonomous driving, the temporal stability of 3D object detection greatly impacts the driving safety. However, the detection stability cannot be accessed by existing metrics such as mAP and MOTA, and consequently is less explored by the community. To bridge this gap, this work proposes (), a new…

Cited by 3 Source ↗PDF ↗code ↗Scholar ↗

2022

Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters

Qiang Meng, Feng Zhou, Hainan Ren, Tianshu Feng, Guochao Liu, Yuanqing Lin

ICLR 2022spotlight

The growing public concerns on data privacy in face recognition can be partly relieved by the federated learning (FL) paradigm. However, conventional FL methods usually perform poorly due to the particularity of the task, \textit{i.e.}, broadcasting class centers among clients is essential for rec…

Cited by 46 Source ↗PDF ↗Scholar ↗