most citedS-MLP: Spatial-Shift MLP Architecture for Vision

29 citations · 38 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2021★ 9 cited

Rethinking Token-Mixing MLP for MLP-based Vision Backbone

Tan Yu, Xu Li, Yunfeng Cai +2

In the past decade, we have witnessed rapid progress in the machine vision backbone. By introducing the inductive bias from the image processing, convolution neural network (CNN) h…

cs.CV2021★ 29 cited

S-MLP: Spatial-Shift MLP Architecture for Vision

Tan Yu, Xu Li, Yunfeng Cai +2

Recently, visual Transformer (ViT) and its following works abandon the convolution and exploit the self-attention operation, attaining a comparable or even higher accuracy than CNN…

cs.CV2020

STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition

Xu Li, Jingwen Wang, Lin Ma +4

Effective and Efficient spatio-temporal modeling is essential for action recognition. Existing methods suffer from the trade-off between model performance and model complexity. In…