2 papers
cs.CV2022
PointACL:Adversarial Contrastive Learning for Robust Point Clouds Representation under Adversarial Attack
Junxuan Huang, Yatong An, Lu cheng +3
Despite recent success of self-supervised based contrastive learning model for 3D point clouds representation, the adversarial robustness of such pre-trained models raised concerns…
cs.CV2021
Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data
Junxuan Huang, Junsong Yuan, Chunming Qiao
Recent deep networks have achieved good performance on a variety of 3d points classification tasks. However, these models often face challenges in "wild tasks".There are considerab…