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aloft

as-mlp

[ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".

as-mlp-object-detection

[ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision" on Object Detection and Instance Segmentation.

as-mlp-semantic-segmentation

[ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision" on Semantic Segmentation.

awesome-mlp-papers

Recent Advances in MLP-based Models (MLP is all you need!)

awesome-tokenmixer-pytorch

Pytorch implementation of various token mixers; Attention Mechanisms, MLP, and etc for understanding computer vision papers and other tasks.

awsome-visual-mlps

Collect some MLPs with Computer-Vision (CV) papers. If you find some ignored papers, please open issues or pull requests.

cm-mlp

container

convolutional-mlps

[Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021

cyclemlp

[ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"

dynamicmlp

Official Codes and Pretrained Models for Dynamic MLP, CVPR2022, https://arxiv.org/abs/2203.03253

dynamixer

eccv22-pointmixer

[ECCV 2022] Official pytorch implementation of the paper, "PointMixer: MLP-Mixer for Point Cloud Understanding"

efficientmod

[ICLR 2024 poster] Efficient Modulation for Vision Networks

frets

Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"

g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

gamut-mlp

Repository for the paper: GamutMLP - A Lightweight MLP for Color Loss Recovery (CVPR 2023)

gfnet

[NeurIPS 2021] Global Filter Networks for Image Classification

graph-mlp

graph-vit-mlpmixer

Repository for Graph ViT/MLP-Mixer

hire-wave-mlp-pytorch

Implementation of Hire-MLP: Vision MLP via Hierarchical Rearrangement and An Image Patch is a Wave: Phase-Aware Vision MLP.

hire-wave-mlp.pytorch

Implementation of Hire-MLP: Vision MLP via Hierarchical Rearrangement and An Image Patch is a Wave: Phase-Aware Vision MLP.

hr-mlp

This repository contains the code for the paper "Efficient Hyperbolic Perceptron for Image Classification"

jittor-mlp

Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, ConvMixer, SwinMLP, RepMLPNet, WaveMLP, MorphMLP, DynaMixer, MS-MLP, Sequencer2D in Jittor and PyTorch! Now, Rearrange and Reduce in einops.layers.jittor are support!! trunc_normal_ is supported for Jittor!! MLP Pap

lambda_vit

maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

maxim-pytorch

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

mcnmf-unet

MCNMF-Unet: A Mixture Conv-MLP Network with Multi-scale Features Fusion U-Net for Medical Image Segmentation

mdmlp

The code of the paper MDMLP.