Alternatives and similar repositories for tiny-transformers:

Users that are interested in tiny-transformers are comparing it to the libraries listed below

• ChenMnZ / CF-ViT
  (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"
  ☆103Updated last year
• Yangr116 / ScalableViT
  This is code of paper "ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer"
  ☆26Updated last year
• ArchipLab-LinfengZhang / contrastive-deep-supervision
  Codes for ECCV2022 paper - contrastive deep supervision
  ☆69Updated 2 years ago
• haohang96 / MRA
  ☆57Updated 2 years ago
• pengzhiliang / G2SD
  ☆85Updated last year
• ArieSeirack / DHVT
  This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Netwo…
  ☆55Updated 2 years ago
• Haoqing-Wang / LocalMIM
  [CVPR 2023 Highlight] Masked Image Modeling with Local Multi-Scale Reconstruction
  ☆48Updated last year
• LayneH / LEWEL
  [CVPR2022] Official Implementation of the paper 'Learning Where to Learn in Cross-View Self-Supervised Learning'
  ☆27Updated 2 years ago
• Haochen-Wang409 / HPM
  [CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling
  ☆93Updated 2 weeks ago
• YifanXu74 / Evo-ViT
  Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
  ☆72Updated 2 years ago
• AbrahamYabo / SdAE
  ☆59Updated 2 years ago
• scok30 / MAE-CIL
  Official implementation of the paper "Masked Autoencoders are Efficient Class Incremental Learners"
  ☆42Updated 11 months ago
• changsn / STViT-R
  This is an official implementation for "Making Vision Transformers Efficient from A Token Sparsification View".
  ☆34Updated 2 months ago
• junchen14 / LoMaR
  LoMaR (Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction)
  ☆63Updated last month
• liuxingbin / dbot
  [ICLR2024] Exploring Target Representations for Masked Autoencoders
  ☆55Updated last year
• LayneH / GreenMIM
  [NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.
  ☆173Updated 2 years ago
• Hao840 / manifold-distillation
  Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation. NeurIPS 2022.
  ☆32Updated 2 years ago
• winycg / Self-KD-Lib
  [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…
  ☆106Updated 2 years ago
• UCSC-VLAA / DMAE
  [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"
  ☆106Updated last year
• mahaoyuHKU / pytorch-boat
  This is an unofficial implementation of BOAT: Bilateral Local Attention Vision Transformer
  ☆55Updated 3 years ago
• Robbie-Xu / CPSD
  PyTorch implementation of Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation, IJCAI 2022.
  ☆24Updated 2 years ago
• adaptivetokensampling / ATS
  Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)
  ☆101Updated last year
• ziplab / LIT
  [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"
  ☆96Updated 2 years ago
• UMass-Embodied-AGI / Mod-Squad
  ☆86Updated 2 years ago
• hunto / DIST_KD
  Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022
  ☆144Updated 2 years ago
• hunto / LightViT
  Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"
  ☆139Updated 2 years ago
• TonyLianLong / UnsupervisedSelectiveLabeling
  [ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning
  ☆61Updated last year
• CupidJay / Training-Vision-Transformers-with-only-2040-images
  Official PyTorch implementation of training vision transformers with only 2040 images.
  ☆56Updated 2 years ago
• Sense-X / MixMIM
  MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning
  ☆142Updated last year
• zhihou7 / BatchFormer
  CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
  ☆250Updated 2 years ago