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"
  ☆105Updated 2 years ago
• pengzhiliang / G2SD
  ☆87Updated last year
• winycg / Self-KD-Lib
  [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…
  ☆109Updated 2 years ago
• hunto / DIST_KD
  Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022
  ☆148Updated 2 years ago
• AbrahamYabo / SdAE
  ☆62Updated 2 years ago
• DefangChen / SimKD
  [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".
  ☆100Updated 3 years ago
• ArchipLab-LinfengZhang / contrastive-deep-supervision
  Codes for ECCV2022 paper - contrastive deep supervision
  ☆69Updated 2 years ago
• UCSC-VLAA / DMAE
  [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"
  ☆107Updated 2 years ago
• YifanXu74 / Evo-ViT
  Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
  ☆73Updated 3 years ago
• haohang96 / MRA
  ☆57Updated 3 years ago
• LayneH / LEWEL
  [CVPR2022] Official Implementation of the paper 'Learning Where to Learn in Cross-View Self-Supervised Learning'
  ☆29Updated 2 years ago
• hunto / image_classification_sota
  Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
  ☆83Updated last year
• liuxingbin / dbot
  [ICLR2024] Exploring Target Representations for Masked Autoencoders
  ☆56Updated last year
• ArieSeirack / DHVT
  This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Netwo…
  ☆58Updated this week
• ziplab / LIT
  [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"
  ☆97Updated 3 years ago
• visresearch / patchmix
  The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"
  ☆116Updated 9 months ago
• yzd-v / cls_KD
  'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)
  ☆235Updated last year
• LayneH / GreenMIM
  [NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.
  ☆173Updated 2 years ago
• gaobb / MCAR
  [TIP] Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition
  ☆45Updated 2 years ago
• Hao840 / manifold-distillation
  Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation. NeurIPS 2022.
  ☆32Updated 2 years ago
• junchen14 / LoMaR
  LoMaR (Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction)
  ☆65Updated 4 months ago
• zhihou7 / BatchFormer
  CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
  ☆251Updated 2 years ago
• Haochen-Wang409 / HPM
  [CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling & Bootstrap Masked Visual Modeling via Hard Patch Mining
  ☆101Updated 4 months ago
• adaptivetokensampling / ATS
  Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)
  ☆103Updated last year
• megvii-research / FullMatch
  Official implementation of FullMatch (CVPR2023)
  ☆44Updated last month
• lxtGH / CAE
  This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"
  ☆198Updated 2 years ago
• lgcnsai / PS-KD-Pytorch
  Official PyTorch implementation of PS-KD
  ☆89Updated 3 years ago
• Robbie-Xu / CPSD
  PyTorch implementation of Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation, IJCAI 2022.
  ☆25Updated 3 years ago
• scok30 / MAE-CIL
  Official implementation of the paper "Masked Autoencoders are Efficient Class Incremental Learners"
  ☆43Updated last year
• hirl-team / HCSC
  [CVPR 2022] PyTorch implementation of Hierarchical Contrastive Selective Coding (HCSC) (https://arxiv.org/abs/2202.00455)
  ☆133Updated 3 years ago