Panyue Chen

Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing

In this paper, we diagnose deep neural networks for 3D point cloud processing to explore utilities of different network architectures. We propose a number of hypotheses on the effects of specific network architectures on the representation capacity of DNNs. In order to prove the hypotheses, we desig…