lkhl / tiny-transformersLinks
[ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"
☆80Updated 3 years ago
Alternatives and similar repositories for tiny-transformers
Users that are interested in tiny-transformers are comparing it to the libraries listed below
Sorting:
- (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"☆105Updated 2 years ago
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆149Updated 2 years ago
- [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".☆100Updated 3 years ago
- Codes for ECCV2022 paper - contrastive deep supervision☆69Updated 2 years ago
- ☆87Updated 2 years ago
- This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Netwo…☆58Updated 3 weeks ago
- [NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.☆173Updated 2 years ago
- ☆62Updated 2 years ago
- [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…☆109Updated 2 years ago
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆107Updated 2 years ago
- ☆57Updated 3 years ago
- [CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling & Bootstrap Masked Visual Modeling via Hard Patch Mining☆102Updated 4 months ago
- [ICLR2024] Exploring Target Representations for Masked Autoencoders☆57Updated last year
- Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.☆84Updated last year
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆73Updated 3 years ago
- Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.☆105Updated 2 years ago
- [CVPR 2022] This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers.☆155Updated 2 years ago
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆198Updated 2 years ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆237Updated last year
- Official Pytorch implementation of Super Vision Transformer (IJCV)☆43Updated 2 years ago
- Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)☆104Updated last year
- MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning☆144Updated 2 years ago
- ☆91Updated 2 years ago
- The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"☆115Updated 10 months ago
- LoMaR (Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction)☆65Updated 5 months ago
- ☆63Updated 4 years ago
- ☆216Updated 3 years ago
- [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"☆97Updated 3 years ago
- CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522☆251Updated 2 years ago
- LiVT PyTorch Implementation.☆72Updated 2 years ago