P-CapsNets: a General Form of Convolutional Neural Networks

no code implementations • 18 Dec 2019 • Zhenhua Chen, Xiwen Li, Chuhua Wang, David Crandall

The experiment shows that P-CapsNets achieve better performance than CapsNets with varied routing procedures by using significantly fewer parameters on MNIST\&CIFAR10.

Adversarial Robustness

How to Accelerate Capsule Convolutions in Capsule Networks

no code implementations • 6 Apr 2021 • Zhenhua Chen, Xiwen Li, Qian Lou, David Crandall

How to improve the efficiency of routing procedures in CapsNets has been studied a lot.

Real-Time Idling Vehicles Detection using Combined Audio-Visual Deep Learning

no code implementations • 23 May 2023 • Xiwen Li, Tristalee Mangin, Surojit Saha, Evan Blanchard, Dillon Tang, Henry Poppe, Nathan Searle, Ouk Choi, Kerry Kelly, Ross Whitaker

In this paper we present a real-time, dynamic vehicle idling detection algorithm.

Contrastive Learning