microsoft / esvit
EsViT: Efficient self-supervised Vision Transformers
☆410Updated last year
Alternatives and similar repositories for esvit:
Users that are interested in esvit are comparing it to the libraries listed below
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆457Updated 2 years ago
- Self-supervised vIsion Transformer (SiT)☆327Updated 2 years ago
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆487Updated last year
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆649Updated 3 years ago
- (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers☆231Updated 3 years ago
- ☆245Updated 3 years ago
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆259Updated 4 years ago
- Official PyTorch implementation of Fully Attentional Networks☆475Updated 2 years ago
- iBOT : Image BERT Pre-Training with Online Tokenizer (ICLR 2022)☆722Updated 3 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆557Updated last year
- Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"☆427Updated last year
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆570Updated 2 years ago
- Code for the Convolutional Vision Transformer (ConViT)☆466Updated 3 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆141Updated 3 months ago
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"☆554Updated 3 years ago
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆501Updated 2 years ago
- [CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning☆285Updated 2 years ago
- ☆245Updated 3 years ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆304Updated 3 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆813Updated 2 years ago
- Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper☆759Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- Pytorch implementation of LOST unsupervised object discovery method☆242Updated last year
- VICRegL official code base☆226Updated 2 years ago
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆346Updated 3 years ago
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆968Updated 2 years ago
- [ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"☆287Updated 2 years ago
- Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".☆335Updated last year
- [CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization☆235Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆183Updated last year