3 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.CV2020
Networks with pixels embedding: a method to improve noise resistance in images classification
Yang Liu, Hai-Long Tu, Chi-Chun Zhou +2
In the task of image classification, usually, the network is sensitive to noises. For example, an image of cat with noises might be misclassified as an ostrich. Conventionally, to…
cs.LG2020★ 3 cited
Activation functions are not needed: the ratio net
Chi-Chun Zhou, Hai-Long Tu, Yue-Jie Hou +3
A deep neural network for classification tasks is essentially consist of two components: feature extractors and function approximators. They usually work as an integrated whole, ho…
math.NA2020★ 3 cited
The Pade Approximant Based Network for Variational Problems
Chi-Chun Zhou, Yi Liu
In solving the variational problem, the key is to efficiently find the target function that minimizes or maximizes the specified functional. In this paper, by using the Pade approx…