Alternatives and similar repositories for LightViT:

Users that are interested in LightViT are comparing it to the libraries listed below

• JUGGHM / OREPA_CVPR2022
  CVPR 2022 "Online Convolutional Re-parameterization"
  ☆175Updated 3 years ago
• Chenglin-Yang / LVT
  Lite Vision Transformer (CVPR 2022)
  ☆140Updated 2 years ago
• AAboys / MobileFormer
  Code and models for mobile-former
  ☆124Updated 2 years ago
• HVision-NKU / Conv2Former
  ☆174Updated 3 months ago
• svip-lab / AS-MLP
  [ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".
  ☆126Updated 2 years ago
• dongbo811 / AFFormer
  ☆130Updated 2 years ago
• hunto / MasKD
  Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.
  ☆69Updated 2 years ago
• yzd-v / MGD
  Masked Generative Distillation (ECCV 2022)
  ☆221Updated 2 years ago
• AFeng-x / SMT
  [ICCV2023] This is an official implementation for "Scale-Aware Modulation Meet Transformer".
  ☆199Updated last year
• saic-fi / edgevit
  [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
  ☆107Updated 2 years ago
• OliverRensu / Shunted-Transformer
  ☆215Updated 3 years ago
• hunto / image_classification_sota
  Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
  ☆82Updated last year
• ChenMnZ / CF-ViT
  (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"
  ☆103Updated last year
• damo-cv / ELSA
  The official implementation of ELSA: Enhanced Local Self-Attention for Vision Transformer
  ☆116Updated last year
• ChengpengChen / RepGhost
  RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
  ☆174Updated last year
• slwang9353 / MobileFormer
  MobileFormer in torch
  ☆66Updated 3 years ago
• hustvl / MSG-Transformer
  MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens (CVPR 2022)
  ☆82Updated 2 years ago
• Atten4Vis / DemystifyLocalViT
  Official code for paper "On the Connection between Local Attention and Dynamic Depth-wise Convolution" ICLR 2022 Spotlight
  ☆184Updated 2 years ago
• megvii-research / RevCol
  Official Code of Paper "Reversible Column Networks" "RevColv2"
  ☆259Updated last year
• pengzhiliang / G2SD
  ☆85Updated last year
• IDEA-Research / Lite-DETR
  [CVPR 2023] Official implementation of the paper "Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR"
  ☆191Updated last year
• Yangr116 / ScalableViT
  This is code of paper "ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer"
  ☆26Updated last year
• ziplab / LITv2
  [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"
  ☆272Updated last year
• szq0214 / FKD
  Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"
  ☆186Updated 11 months ago
• MegEngine / RepLKNet
  Official MegEngine implementation of RepLKNet
  ☆275Updated 2 years ago
• FlyEgle / CMT-pytorch
  CMT: Convolutional Neural Networks Meet Vision Transformers
  ☆119Updated 3 years ago
• zh460045050 / SNL_ICCV2021
  Official implementation of the paper ``Unifying Nonlocal Blocks for Neural Networks'' (ICCV'21)
  ☆98Updated 3 years ago
• ziplab / SPViT
  [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
  ☆112Updated last year
• PeixianChen / DFFT
  ☆76Updated 2 years ago
• ma-xu / FCViT
  A Close Look at Spatial Modeling: From Attention to Convolution
  ☆91Updated 2 years ago