18 citations · 76 across the 8 of their papers we have counts for
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cs.CV2019★ 5 cited
Adversarial shape perturbations on 3D point clouds
Daniel Liu, Ronald Yu, Hao Su
The importance of training robust neural network grows as 3D data is increasingly utilized in deep learning for vision tasks in robotics, drone control, and autonomous driving. One…
cs.CV2019★ 18 cited
Extending Adversarial Attacks and Defenses to Deep 3D Point Cloud Classifiers
Daniel Liu, Ronald Yu, Hao Su
3D object classification and segmentation using deep neural networks has been extremely successful. As the problem of identifying 3D objects has many safety-critical applications,…