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2205.03436
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EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
European Conference on Computer Vision (ECCV), 2022
6 May 2022
Junting Pan
Adrian Bulat
Fuwen Tan
Xiatian Zhu
Łukasz Dudziak
Jiaming Song
Georgios Tzimiropoulos
Brais Martínez
ViT
Re-assign community
ArXiv (abs)
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Github (107★)
Papers citing
"EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers"
50 / 99 papers shown
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271
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357
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457
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Shiyang Li
Bin Jiang
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295
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Vahid Mirjalili
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Y. Fu
391
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28 Mar 2025
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Long Lian
Lu Liu
Natalia Harguindeguy
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Alexander Bick
Maggie Chung
Trevor Darrell
Adam Yala
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229
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341
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Ethan Griffiths
Maryam Haghighat
Akila Pemasiri
Clinton Fookes
Milad Ramezani
3DPC
642
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11 Mar 2025
Partial Convolution Meets Visual Attention
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Fuwei Yang
D. Li
Ji Liu
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Jinzhang Peng
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637
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20 Feb 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application
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Chuanyang Zheng
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461
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Yi Luo
Yong Ouyang
387
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Dong-Chul Park
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282
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RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Mustafa Munir
Md Mostafijur Rahman
R. Marculescu
MedIm
ViT
428
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14 Dec 2024
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Stylianos I. Venieris
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298
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05 Dec 2024
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Yuan Zhou
Qingshan Xu
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Junbao Zhou
Jing Zhang
Richang Hong
Han Zhang
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315
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25 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network
Computer Vision and Pattern Recognition (CVPR), 2024
Haoyang He
Jing Zhang
Yuxuan Cai
Hongxu Chen
Xiaobin Hu
Zhenye Gan
Yun Wang
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Lei Xie
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Junli Cao
Willi Menapace
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278
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318
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245
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Towards Real-time Video Compressive Sensing on Mobile Devices
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Miao Cao
Lishun Wang
Huan Wang
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Xin Yuan
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340
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14 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications
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245
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How Lightweight Can A Vision Transformer Be
Jen Hong Tan
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MoE
266
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Salman Khan
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Zeyi Xu
Fanghui Xue
Biao Yang
Jiancheng Lyu
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Y. Qi
Jack Xin
246
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Xiangtai Li
Lu Qi
Tao Zhang
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Chen Change Loy
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348
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RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization
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477
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Huaibo Huang
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Yizheng Wang
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357
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286
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464
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163
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