lkhl / tiny-transformers
[ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"
☆77Updated 2 years ago
Alternatives and similar repositories for tiny-transformers:
Users that are interested in tiny-transformers are comparing it to the libraries listed below
- (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"☆103Updated last year
- ☆83Updated last year
- Codes for ECCV2022 paper - contrastive deep supervision☆68Updated 2 years ago
- LoMaR (Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction)☆62Updated 2 years ago
- [CVPR'23] Hard Patches Mining for Masked Image Modeling☆88Updated last year
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆71Updated 2 years ago
- [ICLR2024] Exploring Target Representations for Masked Autoencoders☆52Updated last year
- ☆57Updated last year
- ☆58Updated 2 years ago
- Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.☆104Updated last year
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆103Updated last year
- This is code of paper "ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer"☆26Updated last year
- [CVPR 2023 Highlight] Masked Image Modeling with Local Multi-Scale Reconstruction☆46Updated last year
- [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…☆102Updated 2 years ago
- The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"☆108Updated 2 months ago
- This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Netwo…☆52Updated 2 years ago
- [ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning☆60Updated last year
- PyTorch implementation of Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation, IJCAI 2022.☆24Updated 2 years ago
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆140Updated 2 years ago
- Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)☆97Updated 8 months ago
- Official code for Scale Decoupled Distillation☆37Updated 9 months ago
- [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"☆93Updated 2 years ago
- [CVPR 2022] PyTorch implementation of Hierarchical Contrastive Selective Coding (HCSC) (https://arxiv.org/abs/2202.00455)☆130Updated 2 years ago
- SimMatch: Semi-supervised Learning with Similarity Matching☆89Updated last year
- [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".☆92Updated 2 years ago
- [NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.☆173Updated 2 years ago
- Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation. NeurIPS 2022.☆32Updated 2 years ago
- Official PyTorch implementation of training vision transformers with only 2040 images.☆52Updated 2 years ago
- This is an official implementation for "Making Vision Transformers Efficient from A Token Sparsification View".☆31Updated 6 months ago
- [CVPR2022] Official Implementation of the paper 'Learning Where to Learn in Cross-View Self-Supervised Learning'☆27Updated 2 years ago