Alternatives and similar repositories for efficient-attention

Users that are interested in efficient-attention are comparing it to the libraries listed below

• ShoufaChen / CycleMLP
  [ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"
  ☆291Updated 3 years ago
• lucidrains / transformer-in-transformer
  Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…
  ☆310Updated 4 years ago
• rishikksh20 / MLP-Mixer-pytorch
  Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision
  ☆217Updated 4 years ago
• lucidrains / axial-attention
  Implementation of Axial attention - attending to multi-dimensional data efficiently
  ☆397Updated 4 years ago
• Meituan-AutoML / CPVT
  ☆193Updated 2 years ago
• rishikksh20 / FNet-pytorch
  Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
  ☆260Updated 4 years ago
• houqb / VisionPermutator
  MLP-Like Vision Permutator for Visual Recognition (PyTorch)
  ☆192Updated 3 years ago
• microsoft / vision-longformer
  ☆249Updated 3 years ago
• Gsunshine / Enjoy-Hamburger
  [ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
  ☆341Updated 3 years ago
• lucidrains / linformer
  Implementation of Linformer for Pytorch
  ☆303Updated 2 years ago
• ChristophReich1996 / MaxViT
  PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [ECCV 2022].
  ☆163Updated 2 years ago
• raoyongming / GFNet
  [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification
  ☆495Updated 2 years ago
• liuruiyang98 / Jittor-MLP
  Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, Co…
  ☆170Updated 3 years ago
• david-knigge / ccnn
  Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…
  ☆183Updated 8 months ago
• haofanwang / awesome-mlp-papers
  Recent Advances in MLP-based Models (MLP is all you need!)
  ☆117Updated 3 years ago
• lucidrains / halonet-pytorch
  Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones
  ☆200Updated 4 years ago
• zzd1992 / Image-Local-Attention
  A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.
  ☆142Updated 4 years ago
• locuslab / convmixer
  Implementation of ConvMixer for "Patches Are All You Need? 🤷"
  ☆1,078Updated 3 years ago
• NVIDIA / transformer-ls
  Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
  ☆228Updated 3 years ago
• microsoft / Focal-Transformer
  [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
  ☆557Updated 3 years ago
• lucidrains / pixel-level-contrastive-learning
  Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch
  ☆264Updated 4 years ago
• microsoft / SPACH
  ☆204Updated last year
• lucidrains / mlp-mixer-pytorch
  An All-MLP solution for Vision, from Google AI
  ☆1,054Updated 6 months ago
• wzlxjtu / PositionalEncoding2D
  A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.
  ☆260Updated 5 years ago
• sail-sg / iFormer
  iFormer: Inception Transformer
  ☆247Updated 3 years ago
• rishikksh20 / convolution-vision-transformers
  PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
  ☆229Updated 4 years ago
• lucidrains / deformable-attention
  Implementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"
  ☆370Updated 11 months ago
• ofsoundof / LocalViT
  ☆117Updated 3 years ago
• SHI-Labs / Neighborhood-Attention-Transformer
  Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
  ☆1,165Updated last year
• Tony-Y / pytorch_warmup
  Learning Rate Warmup in PyTorch
  ☆415Updated 6 months ago