213 citations · 213 across the 3 of their papers we have counts for
3 papers
cs.CV2021
Semantically Stealthy Adversarial Attacks against Segmentation Models
Zhenhua Chen, Chuhua Wang, David J. Crandall
Segmentation models have been found to be vulnerable to targeted and non-targeted adversarial attacks. However, the resulting segmentation outputs are often so damaged that it is e…
cs.CV2021★ 213 cited
Stepwise Goal-Driven Networks for Trajectory Prediction
Chuhua Wang, Yuchen Wang, Mingze Xu +1
We propose to predict the future trajectories of observed agents (e.g., pedestrians or vehicles) by estimating and using their goals at multiple time scales. We argue that the goal…
cs.CV2019
P-CapsNets: a General Form of Convolutional Neural Networks
Zhenhua Chen, Xiwen Li, Chuhua Wang +1
We propose Pure CapsNets (P-CapsNets) which is a generation of normal CNNs structurally. Specifically, we make three modifications to current CapsNets. First, we remove routing pro…