Not all patches are what you need: Expediting vision transformers via token reorganizations

Y Liang, C Ge, Z Tong, Y Song, J Wang… - arXiv preprint arXiv …, 2022 - arxiv.org
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 …

[PDF][PDF] NOT ALL PATCHES ARE WHAT YOU NEED: EXPEDITING VISION TRANSFORMERS VIA TOKEN REORGANIZATIONS

Y Liang, C Ge, Z Tong, Y Song, J Wang… - arXiv preprint arXiv …, 2022 - researchgate.net
ABSTRACT 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 …

Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations

Y Liang, C Ge, Z Tong, Y Song, J Wang… - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Abstract 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 …

Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations

Y Liang, C Ge, Z Tong, Y Song, J Wang, P Xie - iclr.cc
Acerating Vision Transformers Page 1 Not All Patches are What You Need: Expediting Vision
Transformers via Token Reorganizations Youwei Liang, Chongjian Ge, Zhan Tong, Yibing …

[PDF][PDF] EViT: Expediting Vision Transformers via Token Reorganizations.

Y Liang - International Conference on Learning Representations., 2021 - par.nsf.gov
ABSTRACT 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 …

EViT: Expediting Vision Transformers via Token Reorganizations

Y Liang, GE Chongjian, Z Tong, Y Song, J Wang… - … Conference on Learning … - openreview.net
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 …

[PDF][PDF] Not all patches are what you need: Expediting vision transformers via token reorganizations

Y Liang, C Ge, Z Tong, Y Song, P Xie - International Conference on …, 2022 - par.nsf.gov
ABSTRACT 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 …