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2105.03404
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ResMLP: Feedforward networks for image classification with data-efficient training
7 May 2021
Hugo Touvron
Piotr Bojanowski
Mathilde Caron
Matthieu Cord
Alaaeldin El-Nouby
Edouard Grave
Gautier Izacard
Armand Joulin
Gabriel Synnaeve
Jakob Verbeek
Hervé Jégou
VLM
Re-assign community
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Papers citing
"ResMLP: Feedforward networks for image classification with data-efficient training"
42 / 292 papers shown
Title
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Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?
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Guangting Wang
Chong Luo
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12 Sep 2021
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Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis
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Vito A G Ricigliano
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Arya Yazdan Panah
B. Stankoff
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0
08 Sep 2021
SANSformers: Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models
Yogesh Kumar
Alexander Ilin
H. Salo
S. Kulathinal
M. Leinonen
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30
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31 Aug 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement
Jianyuan Guo
Yehui Tang
Kai Han
Xinghao Chen
Han Wu
Chao Xu
Chang Xu
Yunhe Wang
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105
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30 Aug 2021
A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP
Yucheng Zhao
Guangting Wang
Chuanxin Tang
Chong Luo
Wenjun Zeng
Zhengjun Zha
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30 Aug 2021
PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier
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Saeed Mahloujifar
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VLM
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20 Aug 2021
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Dongyoon Hwang
Sunghwan Hong
Changyeon Kim
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Jaegul Choo
98
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0
17 Aug 2021
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?
Yuki Tatsunami
Masato Taki
84
12
0
09 Aug 2021
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2
-MLPv2: Improved Spatial-Shift MLP Architecture for Vision
Tan Yu
Xu Li
Yunfeng Cai
Mingming Sun
Ping Li
75
54
0
02 Aug 2021
CycleMLP: A MLP-like Architecture for Dense Prediction
Shoufa Chen
Enze Xie
Chongjian Ge
Runjian Chen
Ding Liang
Ping Luo
151
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21 Jul 2021
AS-MLP: An Axial Shifted MLP Architecture for Vision
Dongze Lian
Zehao Yu
Xing Sun
Shenghua Gao
124
192
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18 Jul 2021
What Makes for Hierarchical Vision Transformer?
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Xinggang Wang
Rui Wu
Wenyu Liu
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49
9
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Global Filter Networks for Image Classification
Yongming Rao
Wenliang Zhao
Zheng Zhu
Jiwen Lu
Jie Zhou
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77
475
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01 Jul 2021
Multi-Exit Vision Transformer for Dynamic Inference
Arian Bakhtiarnia
Qi Zhang
Alexandros Iosifidis
103
28
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29 Jun 2021
Rethinking Token-Mixing MLP for MLP-based Vision Backbone
Tan Yu
Xu Li
Yunfeng Cai
Mingming Sun
Ping Li
88
26
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28 Jun 2021
Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition
Qibin Hou
Zihang Jiang
Li-xin Yuan
Mingg-Ming Cheng
Shuicheng Yan
Jiashi Feng
ViT
MLLM
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23 Jun 2021
Towards Biologically Plausible Convolutional Networks
Roman Pogodin
Yash Mehta
Timothy Lillicrap
P. Latham
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22 Jun 2021
XCiT: Cross-Covariance Image Transformers
Alaaeldin El-Nouby
Hugo Touvron
Mathilde Caron
Piotr Bojanowski
Matthijs Douze
...
Ivan Laptev
Natalia Neverova
Gabriel Synnaeve
Jakob Verbeek
Hervé Jégou
ViT
151
516
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17 Jun 2021
Improved Transformer for High-Resolution GANs
Long Zhao
Zizhao Zhang
Ting Chen
Dimitris N. Metaxas
Han Zhang
ViT
129
96
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14 Jun 2021
S
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2
-MLP: Spatial-Shift MLP Architecture for Vision
Tan Yu
Xu Li
Yunfeng Cai
Mingming Sun
Ping Li
96
191
0
14 Jun 2021
On the Connection between Local Attention and Dynamic Depth-wise Convolution
Qi Han
Zejia Fan
Qi Dai
Lei-huan Sun
Ming-Ming Cheng
Jiaying Liu
Jingdong Wang
ViT
123
112
0
08 Jun 2021
Graph-MLP: Node Classification without Message Passing in Graph
Yang Hu
Haoxuan You
Zhecan Wang
Zhicheng Wang
Erjin Zhou
Yue Gao
123
114
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08 Jun 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias
Yufei Xu
Qiming Zhang
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07 Jun 2021
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Xiangning Chen
Cho-Jui Hsieh
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ViT
108
330
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Container: Context Aggregation Network
Peng Gao
Jiasen Lu
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Roozbeh Mottaghi
Aniruddha Kembhavi
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106
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02 Jun 2021
Can Attention Enable MLPs To Catch Up With CNNs?
Meng-Hao Guo
Zheng-Ning Liu
Tai-Jiang Mu
Dun Liang
Ralph Robert Martin
Shimin Hu
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31 May 2021
Pay Attention to MLPs
Hanxiao Liu
Zihang Dai
David R. So
Quoc V. Le
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157
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RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition
Xiaohan Ding
Chunlong Xia
Xinming Zhang
Xiaojie Chu
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Guiguang Ding
78
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05 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
B. Guo
ViT
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ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases
Stéphane dÁscoli
Hugo Touvron
Matthew L. Leavitt
Ari S. Morcos
Giulio Biroli
Levent Sagun
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Transformers in Vision: A Survey
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Muzammal Naseer
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Syed Waqas Zamir
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M. Shah
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A Survey on Visual Transformer
Kai Han
Yunhe Wang
Hanting Chen
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Dacheng Tao
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Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey
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141
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Xception: Deep Learning with Depthwise Separable Convolutions
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