Alternatives and similar repositories for Compact-Transformers

Users that are interested in Compact-Transformers are comparing it to the libraries listed below

• locuslab / convmixer
  Implementation of ConvMixer for "Patches Are All You Need? 🤷"
  ☆1,074Updated 2 years ago
• xxxnell / how-do-vits-work
  (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
  ☆818Updated 3 years ago
• facebookresearch / convit
  Code for the Convolutional Vision Transformer (ConViT)
  ☆466Updated 3 years ago
• lucidrains / mlp-mixer-pytorch
  An All-MLP solution for Vision, from Google AI
  ☆1,029Updated last week
• microsoft / CvT
  This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
  ☆579Updated 2 years ago
• chinhsuanwu / coatnet-pytorch
  A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes"
  ☆388Updated 3 years ago
• google-research / sam
  ☆602Updated 3 weeks ago
• sail-sg / poolformer
  PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
  ☆1,344Updated last year
• vballoli / nfnets-pytorch
  NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
  ☆347Updated last year
• lukemelas / do-you-even-need-attention
  Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)
  ☆486Updated 4 years ago
• google-research / maxvit
  [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…
  ☆477Updated 2 years ago
• Alibaba-MIIL / ImageNet21K
  Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
  ☆768Updated 2 years ago
• microsoft / Focal-Transformer
  [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
  ☆556Updated 3 years ago
• Tony-Y / pytorch_warmup
  Learning Rate Warmup in PyTorch
  ☆411Updated 3 weeks ago
• facebookresearch / LeViT
  LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference
  ☆613Updated 2 years ago
• microsoft / esvit
  EsViT: Efficient self-supervised Vision Transformers
  ☆413Updated last year
• SHI-Labs / Neighborhood-Attention-Transformer
  Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
  ☆1,131Updated last year
• facebookresearch / msn
  Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)
  ☆456Updated 3 years ago
• katsura-jp / pytorch-cosine-annealing-with-warmup
  ☆462Updated 2 years ago
• yitu-opensource / T2T-ViT
  ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
  ☆1,186Updated last year
• raoyongming / GFNet
  [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification
  ☆481Updated 2 years ago
• NVlabs / FAN
  Official PyTorch implementation of Fully Attentional Networks
  ☆478Updated 2 years ago
• lucidrains / transformer-in-transformer
  Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…
  ☆305Updated 3 years ago
• aanna0701 / SPT_LSA_ViT
  Implementation of Visual Transformer for Small-size Datasets
  ☆124Updated 3 years ago
• lukemelas / PyTorch-Pretrained-ViT
  Vision Transformer (ViT) in PyTorch
  ☆840Updated 3 years ago
• The-AI-Summer / self-attention-cv
  Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
  ☆1,210Updated 3 years ago
• rishikksh20 / convolution-vision-transformers
  PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
  ☆226Updated 4 years ago
• Sara-Ahmed / SiT
  Self-supervised vIsion Transformer (SiT)
  ☆336Updated 2 years ago
• dingmyu / davit
  [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"
  ☆361Updated last year
• jacobgil / vit-explain
  Explainability for Vision Transformers
  ☆978Updated 3 years ago