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Mobile V-MoEs: Scaling Down Vision Transformers via Sparse
  Mixture-of-Experts

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts

8 September 2023
Erik Daxberger
Floris Weers
Bowen Zhang
Tom Gunter
Ruoming Pang
Marcin Eichner
Michael Emmersberger
Yinfei Yang
Alexander Toshev
Xianzhi Du
    MoE
ArXivPDFHTML

Papers citing "Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts"

8 / 8 papers shown
Title
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency
Qingyuan Wang
Guoxin Wang
B. Cardiff
Deepu John
38
0
0
07 May 2025
ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts
ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts
Xumeng Han
Longhui Wei
Zhiyang Dou
Zipeng Wang
Chenhui Qiang
Xin He
Yingfei Sun
Zhenjun Han
Qi Tian
MoE
45
3
0
21 Oct 2024
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
Tongtian Yue
Longteng Guo
Jie Cheng
Xuange Gao
Jiaheng Liu
MoE
39
0
0
14 Oct 2024
Tiny Models are the Computational Saver for Large Models
Tiny Models are the Computational Saver for Large Models
Qingyuan Wang
B. Cardiff
Antoine Frappé
Benoît Larras
Deepu John
44
2
0
26 Mar 2024
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision
  Transformer
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Sachin Mehta
Mohammad Rastegari
ViT
218
1,213
0
05 Oct 2021
Mobile-Former: Bridging MobileNet and Transformer
Mobile-Former: Bridging MobileNet and Transformer
Yinpeng Chen
Xiyang Dai
Dongdong Chen
Mengchen Liu
Xiaoyi Dong
Lu Yuan
Zicheng Liu
ViT
183
476
0
12 Aug 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision
  Applications
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
950
20,572
0
17 Apr 2017
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
296
39,217
0
01 Sep 2014
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