10 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 2 cited
Why Adversarial Training of ReLU Networks Is Difficult?
Xu Cheng, Hao Zhang, Yue Xin +3
This paper mathematically derives an analytic solution of the adversarial perturbation on a ReLU network, and theoretically explains the difficulty of adversarial training. Specifi…
cs.CV2021★ 7 cited
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing
Wen Shen, Qihan Ren, Dongrui Liu +1
In this paper, we evaluate the quality of knowledge representations encoded in deep neural networks (DNNs) for 3D point cloud processing. We propose a method to disentangle the ove…
cs.CY2017★ 10 cited
Dashbell: A Low-cost Smart Doorbell System for Home Use
Bradley Quadros, Ronit Kadam, Kartik Saxena +2
Smart doorbells allow home owners to receive alerts when a visitor is at the door, see who the guest is, and communicate with the visitor from a smart device. They greatly improve…