DynaMixer: A Vision MLP Architecture with Dynamic Mixing

28 January 2022

Wei Liu

Papers citing "DynaMixer: A Vision MLP Architecture with Dynamic Mixing"

31 / 31 papers shown

Title
Deep Fourier-embedded Network for RGB and Thermal Salient Object Detection Pengfei Lyu Xiaosheng Yu Chengdong Wu Jagath C. Rajapakse Jagath C. Rajapakse 71 0 0 27 Nov 2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Daniya Najiha Abdul Kareem M. Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 31 3 0 20 Oct 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 39 31 0 29 Mar 2024
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis Badri N. Patro Suhas Ranganath Vinay P. Namboodiri Vijay Srinivas Agneeswaran 43 2 0 26 Mar 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 51 50 0 22 Mar 2024
Dimension Mixer: A Generalized Method for Structured Sparsity in Deep Neural Networks Suman Sapkota Binod Bhattarai 29 0 0 30 Nov 2023
Scattering Vision Transformer: Spectral Mixing Matters Badri N. Patro Vijay Srinivas Agneeswaran 24 14 0 02 Nov 2023
Strip-MLP: Efficient Token Interaction for Vision MLP Guiping Cao Shengda Luo Wen-Fong Huang X. Lan D. Jiang Yaowei Wang Jianguo Zhang 28 10 0 21 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs Chao Li Zijie Guo Qiuting He Hao Xu Kun He 16 2 0 17 Jul 2023
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference Boyan Li Luziwei Leng Shuaijie Shen Kaixuan Zhang Jianguo Zhang Jianxing Liao Ran Cheng 24 7 0 21 Jun 2023
CAT-Walk: Inductive Hypergraph Learning via Set Walks Ali Behrouz Farnoosh Hashemi Sadaf Sadeghian Margo Seltzer 29 16 0 19 Jun 2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition Florian Mai Juan Pablo Zuluaga Titouan Parcollet P. Motlícek 21 10 0 29 May 2023
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation J. Sun Xiaoshuang Shi Zhiyuan Weng Kaidi Xu H. Shen Xiao-lan Zhu MLLM 22 2 0 28 May 2023
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation Yiheng Jiang Yuanbo Xu Yongjian Yang Funing Yang Pengyang Wang Hui Xiong 19 2 0 24 May 2023
SpectFormer: Frequency and Attention is what you need in a Vision Transformer Badri N. Patro Vinay P. Namboodiri Vijay Srinivas Agneeswaran ViT 22 47 0 13 Apr 2023
FFT-based Dynamic Token Mixer for Vision Yuki Tatsunami Masato Taki 43 18 0 07 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 19 6 0 16 Feb 2023
A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity Hongkang Li M. Wang Sijia Liu Pin-Yu Chen ViT MLT 35 56 0 12 Feb 2023
A Generalization of ViT/MLP-Mixer to Graphs Xiaoxin He Bryan Hooi T. Laurent Adam Perold Yann LeCun Xavier Bresson 22 88 0 27 Dec 2022
Towards Efficient Adversarial Training on Vision Transformers Boxi Wu Jindong Gu Zhifeng Li Deng Cai Xiaofei He Wei Liu ViT AAML 23 37 0 21 Jul 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 16 19 0 02 Jun 2022
HyperMixer: An MLP-based Low Cost Alternative to Transformers Florian Mai Arnaud Pannatier Fabio Fehr Haolin Chen François Marelli F. Fleuret James Henderson 20 11 0 07 Mar 2022
Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations Youwei Liang Chongjian Ge Zhan Tong Yibing Song Jue Wang P. Xie ViT 4 233 0 16 Feb 2022
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 77 96 0 07 Nov 2021
ConvMLP: Hierarchical Convolutional MLPs for Vision Jiachen Li Ali Hassani Steven Walton Humphrey Shi 33 55 0 09 Sep 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,592 0 04 May 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 282 1,518 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,604 0 24 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 270 973 0 27 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 225 2,427 0 04 Jan 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 263 10,196 0 16 Nov 2016