Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition

23 June 2021

Papers citing "Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition"

50 / 100 papers shown

Title
Deep Negative Correlation ClassificationMachine-mediated learning (ML), 2022 Le Zhang Qibin Hou Yun-Hai Liu Jiawang Bian Xun Xu Qiufeng Wang Ce Zhu 129 1 0 14 Dec 2022
BALF: Simple and Efficient Blur Aware Local Feature DetectorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 228 18 0 27 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 207 205 0 22 Nov 2022
Studying inductive biases in image classification task N. Arizumi 138 1 0 31 Oct 2022
MetaFormer Baselines for VisionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 204 251 0 24 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model TuningNeural Information Processing Systems (NeurIPS), 2022 Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 285 326 0 17 Oct 2022
Centralized Feature Pyramid for Object DetectionIEEE Transactions on Image Processing (IEEE TIP), 2022 Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 210 229 0 05 Oct 2022
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted WindowIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Mocho Go Hideyuki Tachibana ViT 108 11 0 24 Aug 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 190 1 0 23 Aug 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical ImageIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022 Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 127 11 0 23 Aug 2022
Transformer Vs. MLP-Mixer: Exponential Expressive Gap For NLP Problems D. Navon A. Bronstein MoE 193 1 0 17 Aug 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kailai Li Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 262 49 0 25 Jul 2022
SplitMixer: Fat Trimmed From MLP-like Models Ali Borji Sikun Lin 161 3 0 21 Jul 2022
Parameterization of Cross-Token Relations with Relative Positional Encoding for Vision MLPACM Multimedia (ACM MM), 2022 Zhicai Wang Y. Hao Xingyu Gao Hao Zhang Shuo Wang Tingting Mu Xiangnan He 149 8 0 15 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 140 25 0 12 Jul 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time MixingComputer Vision and Pattern Recognition (CVPR), 2022 Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 171 17 0 13 Jun 2022
MDMLP: Image Classification from Scratch on Small Datasets with MLP Tianxu Lv Chongyang Bai Chaojie Wang 153 7 0 28 May 2022
Sequencer: Deep LSTM for Image ClassificationNeural Information Processing Systems (NeurIPS), 2022 Yuki Tatsunami Masato Taki VLM ViT 291 104 0 04 May 2022
DaViT: Dual Attention Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 331 335 0 07 Apr 2022
Improving Vision Transformers by Revisiting High-frequency ComponentsEuropean Conference on Computer Vision (ECCV), 2022 Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li Wen Liu ViT 232 115 0 03 Apr 2022
Brain-inspired Multilayer Perceptron with Spiking NeuronsComputer Vision and Pattern Recognition (CVPR), 2022 Wenshuo Li Hanting Chen Jianyuan Guo Ziyang Zhang Yunhe Wang 148 40 0 28 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization Kecheng Zheng Yang Cao Kai Zhu Ruijing Zhao Zhengjun Zha 141 10 0 24 Mar 2022
Focal Modulation NetworksNeural Information Processing Systems (NeurIPS), 2022 Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 261 367 0 22 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Kailai Li Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 118 10 0 19 Mar 2022
Efficient Language Modeling with Sparse all-MLP Ping Yu Mikel Artetxe Myle Ott Sam Shleifer Hongyu Gong Ves Stoyanov Xian Li MoE 162 15 0 14 Mar 2022
Active Token MixerAAAI Conference on Artificial Intelligence (AAAI), 2022 Guoqiang Wei Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 156 22 0 11 Mar 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Kailai Li Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 184 52 0 27 Feb 2022
Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou 106 16 0 14 Feb 2022
DynaMixer: A Vision MLP Architecture with Dynamic MixingInternational Conference on Machine Learning (ICML), 2022 Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 226 48 0 28 Jan 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 373 473 0 24 Jan 2022
Lite Vision Transformer with Enhanced Self-AttentionComputer Vision and Pattern Recognition (CVPR), 2021 Chenglin Yang Yilin Wang Jianming Zhang Chentao Song Zijun Wei Zhe Lin Alan Yuille ViT 187 146 0 20 Dec 2021
MLP Architectures for Vision-and-Language Modeling: An Empirical Study Yi-Liang Nie Linjie Li Zhe Gan Shuohang Wang Chenguang Zhu Michael Zeng Zicheng Liu Joey Tianyi Zhou Lijuan Wang 125 8 0 08 Dec 2021
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 160 10 0 07 Dec 2021
Global Interaction Modelling in Vision Transformer via Super Tokens Ammarah Farooq Muhammad Awais S. Ahmed J. Kittler ViT 121 7 0 25 Nov 2021
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning David Junhao Zhang Kunchang Li Yali Wang Yuxiang Chen Shashwat Chandra Yu Qiao Luoqi Liu Mike Zheng Shou AI4TS 179 35 0 24 Nov 2021
An Image Patch is a Wave: Phase-Aware Vision MLP Yehui Tang Kai Han Jianyuan Guo Chang Xu Yanxi Li Chao Xu Yunhe Wang 303 153 0 24 Nov 2021
MetaFormer Is Actually What You Need for VisionComputer Vision and Pattern Recognition (CVPR), 2021 Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 384 1,147 0 22 Nov 2021
PointMixer: MLP-Mixer for Point Cloud UnderstandingEuropean Conference on Computer Vision (ECCV), 2021 Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 304 116 0 22 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 538 112 0 07 Nov 2021
UniNet: Unified Architecture Search with Convolution, Transformer, and MLPEuropean Conference on Computer Vision (ECCV), 2021 Jihao Liu Jiaming Song Guanglu Song Xin Huang Yu Liu ViT 199 38 0 08 Oct 2021
ConvMLP: Hierarchical Convolutional MLPs for Vision Jiachen Li Ali Hassani Steven Walton Humphrey Shi 154 82 0 09 Sep 2021
Cross-token Modeling with Conditional Computation Yuxuan Lou Fuzhao Xue Zangwei Zheng Yang You MoE 183 28 0 05 Sep 2021
Hire-MLP: Vision MLP via Hierarchical RearrangementComputer Vision and Pattern Recognition (CVPR), 2021 Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 231 114 0 30 Aug 2021
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?Asian Conference on Computer Vision (ACCV), 2021 Yuki Tatsunami Masato Taki 162 12 0 09 Aug 2021
S $^2$ -MLPv2: Improved Spatial-Shift MLP Architecture for Vision Tan Yu Xu Li Yunfeng Cai Mingming Sun Ping Li 108 64 0 02 Aug 2021
CycleMLP: A MLP-like Architecture for Dense PredictionInternational Conference on Learning Representations (ICLR), 2021 Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo 327 250 0 21 Jul 2021
AS-MLP: An Axial Shifted MLP Architecture for VisionInternational Conference on Learning Representations (ICLR), 2021 Dongze Lian Zehao Yu Xing Sun Shenghua Gao 206 207 0 18 Jul 2021
VOLO: Vision Outlooker for Visual Recognition Li-xin Yuan Qibin Hou Zihang Jiang Jiashi Feng Shuicheng Yan ViT 331 367 0 24 Jun 2021
S $^2$ -MLP: Spatial-Shift MLP Architecture for VisionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Tan Yu Xu Li Yunfeng Cai Mingming Sun Ping Li 216 213 0 14 Jun 2021
Vision Transformers with Hierarchical AttentionMachine Intelligence Research (MIR), 2021 Yun-Hai Liu Yu-Huan Wu Guolei Sun Le Zhang Ajad Chhatkuli Luc Van Gool ViT 143 64 0 06 Jun 2021