Jiequan Zhang

2 accepted papers

2024

Category-Level Multi-Part Multi-Joint 3D Shape Assembly

Yichen Li, Kaichun Mo, Yueqi Duan, He Wang, Jiequan Zhang, Lin Shao

CVPR 2024poster

Shape assembly composes complex shapes geometries by arranging simple part geometries and has wide applications in autonomous robotic assembly and CAD modeling. Existing works focus on geometry reasoning and neglect the actual physical assembly process of matching and fitting joints which are the co…

Cited by 15 Source ↗PDF ↗Scholar ↗

2021

Metadata Normalization

Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles +1

CVPR 2021poster

Batch Normalization (BN) and its variants have delivered tremendous success in combating the covariate shift induced by the training step of deep learning methods. While these techniques normalize the feature distribution by standardizing with batch statistics, they do not correct the influence on f…

Cited by 31 PDF ↗code ↗Scholar ↗