278 citations · 1.7k across the 69 of their papers we have counts for
4 papers · 2 filters
An Image Patch is a Wave: Phase-Aware Vision MLP
Yehui Tang, Kai Han, Jianyuan Guo +4
In the field of computer vision, recent works show that a pure MLP architecture mainly stacked by fully-connected layers can achieve competing performance with CNN and transformer.…
Learning Versatile Convolution Filters for Efficient Visual Recognition
Kai Han, Yunhe Wang, Chang Xu +3
This paper introduces versatile filters to construct efficient convolutional neural networks that are widely used in various visual recognition tasks. Considering the demands of ef…
DeepFake MNIST+: A DeepFake Facial Animation Dataset
Jiajun Huang, Xueyu Wang, Bo Du +2
The DeepFakes, which are the facial manipulation techniques, is the emerging threat to digital society. Various DeepFake detection methods and datasets are proposed for detecting s…
Neural Architecture Dilation for Adversarial Robustness
Yanxi Li, Zhaohui Yang, Yunhe Wang +1
With the tremendous advances in the architecture and scale of convolutional neural networks (CNNs) over the past few decades, they can easily reach or even exceed the performance o…