31 citations · 35 across the 6 of their papers we have counts for
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cs.CV2022
Visualizing Global Explanations of Point Cloud DNNs
Hanxiao Tan
In the field of autonomous driving and robotics, point clouds are showing their excellent real-time performance as raw data from most of the mainstream 3D sensors. Therefore, point…
cs.CV2021
Explainability-Aware One Point Attack for Point Cloud Neural Networks
Hanxiao Tan, Helena Kotthaus
With the proposition of neural networks for point clouds, deep learning has started to shine in the field of 3D object recognition while researchers have shown an increased interes…
cs.CV2021★ 3 cited
Surrogate Model-Based Explainability Methods for Point Cloud NNs
Hanxiao Tan, Helena Kotthaus
In the field of autonomous driving and robotics, point clouds are showing their excellent real-time performance as raw data from most of the mainstream 3D sensors. Therefore, point…