PointCAT : Contrastive Adversarial Training for Robust Point Cloud Recognition

Notwithstanding the prominent performance shown in various applications, point cloud recognition models have often suffered from natural corruptions and adversarial perturbations. In this paper, we delve into boosting the general robustness of point cloud recognition, proposing Point-Cloud Contrasti...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 25., Seite 2183-2196
1. Verfasser: Huang, Qidong (VerfasserIn)
Weitere Verfasser: Dong, Xiaoyi, Chen, Dongdong, Zhou, Hang, Zhang, Weiming, Zhang, Kui, Hua, Gang, Cheng, Yueqiang, Yu, Nenghai
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article