google-research / nested-transformerLinks
Nested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf
☆200Updated last year
Alternatives and similar repositories for nested-transformer
Users that are interested in nested-transformer are comparing it to the libraries listed below
Sorting:
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆200Updated 4 years ago
- Implementation of ResMLP, an all MLP solution to image classification, in Pytorch☆201Updated 3 years ago
- ☆249Updated 3 years ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆310Updated 3 years ago
- [ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"☆291Updated 3 years ago
- [Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021☆167Updated 3 years ago
- MLP-Like Vision Permutator for Visual Recognition (PyTorch)☆192Updated 3 years ago
- (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers☆234Updated 3 years ago
- ☆246Updated 4 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆144Updated 11 months ago
- Code for the Convolutional Vision Transformer (ConViT)☆470Updated 4 years ago
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆264Updated 4 years ago
- A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.☆142Updated 4 years ago
- ☆135Updated 2 years ago
- VICRegL official code base☆231Updated 2 years ago
- [ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers…☆283Updated 2 years ago
- EsViT: Efficient self-supervised Vision Transformers☆411Updated 2 years ago
- ☆204Updated last year
- PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) …☆105Updated 3 years ago
- PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers☆229Updated 4 years ago
- Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)☆193Updated 2 years ago
- ☆118Updated 3 years ago
- Official PyTorch implementation of Fully Attentional Networks☆481Updated 2 years ago
- Attention mechanism☆52Updated 4 years ago
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆61Updated 4 years ago
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"☆558Updated 3 years ago
- Official repository for "Revisiting Weakly Supervised Pre-Training of Visual Perception Models". https://arxiv.org/abs/2201.08371.☆182Updated 3 years ago
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale☆305Updated 4 years ago
- [ICLR 2023] This repository includes the official implementation our paper "Can CNNs Be More Robust Than Transformers?"☆143Updated 2 years ago
- A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks☆94Updated 5 years ago