95 citations · 96 across the 2 of their papers we have counts for
2 papers
cs.CV2022★ 95 cited
Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations
Youwei Liang, Chongjian Ge, Zhan Tong +3
Vision Transformers (ViTs) take all the image patches as tokens and construct multi-head self-attention (MHSA) among them. Complete leverage of these image tokens brings redundant…
math.OC2020★ 1 cited
Gradient Projection for Solving Quadratic Programs with Standard Simplex Constraints
Youwei Liang
An important method to optimize a function on standard simplex is the active set algorithm, which requires the gradient of the function to be projected onto a hyperplane, with sign…