microsoft / esvit
EsViT: Efficient self-supervised Vision Transformers
☆408Updated last year
Related projects ⓘ
Alternatives and complementary repositories for esvit
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆449Updated 2 years ago
- Self-supervised vIsion Transformer (SiT)☆325Updated last year
- iBOT : Image BERT Pre-Training with Online Tokenizer (ICLR 2022)☆679Updated 2 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆627Updated 3 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
- Code for the Convolutional Vision Transformer (ConViT)☆462Updated 3 years ago
- ☆241Updated 2 years ago
- (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers☆228Updated 2 years ago
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆252Updated 3 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆806Updated 2 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆547Updated 10 months ago
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"☆545Updated 2 years ago
- Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"☆425Updated last year
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆927Updated 2 years ago
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆548Updated last year
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆484Updated last year
- ☆243Updated 3 years ago
- Pytorch implementation of LOST unsupervised object discovery method☆237Updated last year
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆332Updated 3 years ago
- VICRegL official code base☆224Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆536Updated 2 years ago
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.☆555Updated last year
- Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper☆733Updated last year
- Official PyTorch implementation of Fully Attentional Networks☆467Updated last year
- NeurIPS 2021, Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆139Updated last year
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆300Updated 2 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,218Updated 2 years ago
- Code Release for MViTv2 on Image Recognition.☆400Updated last month
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆181Updated last year
- Implementation of Slot Attention from GoogleAI☆395Updated 3 months ago