wangsr126 / MAE-Lite
Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"
☆122Updated last year
Alternatives and similar repositories for MAE-Lite:
Users that are interested in MAE-Lite are comparing it to the libraries listed below
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆224Updated last year
- CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107…☆95Updated 2 years ago
- ☆85Updated last year
- [CVPR'24] Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt".☆37Updated 10 months ago
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆257Updated last year
- ☆59Updated last year
- Code and models for mobile-former☆121Updated 2 years ago
- Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"☆137Updated 2 years ago
- [NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.☆173Updated 2 years ago
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆193Updated 2 years ago
- iFormer: Inception Transformer☆246Updated 2 years ago
- ☆170Updated last month
- ☆249Updated 2 years ago
- Masked Generative Distillation (ECCV 2022)☆216Updated 2 years ago
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆103Updated last year
- (CVPR2023/TPAMI2024) Integrally Pre-Trained Transformer Pyramid Networks -- A Hierarchical Vision Transformer for Masked Image Modeling☆186Updated 6 months ago
- Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.☆82Updated 11 months ago
- ☆213Updated 3 years ago
- ☆133Updated 7 months ago
- ImageNet-1K data download, processing for using as a dataset☆80Updated 2 years ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"☆267Updated last year
- (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"☆103Updated last year
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆491Updated last year
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆108Updated 10 months ago
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆140Updated 2 years ago
- [ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"☆78Updated 2 years ago
- 1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundatio…☆217Updated 5 months ago
- [CVPR'23] Hard Patches Mining for Masked Image Modeling☆90Updated last year
- Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"☆243Updated 2 years ago
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆248Updated last year