lucidrains / global-self-attention-network
A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
☆94Updated 4 years ago
Alternatives and similar repositories for global-self-attention-network:
Users that are interested in global-self-attention-network are comparing it to the libraries listed below
- Gated Channel Transformation for Visual Recognition (CVPR 2020)☆135Updated 4 years ago
- ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks☆81Updated 4 years ago
- Implementation of Convolutional enhanced image Transformer☆104Updated 4 years ago
- Tensor Low-rank Reconstruction for Semantic Segmentation☆109Updated 4 years ago
- Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)☆127Updated 3 years ago
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆197Updated 4 years ago
- official code for dynamic convolution decomposition☆131Updated 3 years ago
- unofficial implementation of CondConv: Conditionally Parameterized Convolutions for Efficient Inference in PyTorch.☆157Updated last year
- The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks☆217Updated this week
- ☆190Updated 2 years ago
- [Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021☆166Updated 2 years ago
- MLP-Like Vision Permutator for Visual Recognition (PyTorch)☆190Updated 3 years ago
- Dynamic convolution Paper collection.☆103Updated 4 years ago
- Implementation for Context-Gated Convolution☆59Updated 3 years ago
- A Pytorch implementation for the paper Local Relational Networks for Image Recognition (https://arxiv.org/pdf/1904.11491.pdf)☆113Updated 3 years ago
- Official Repsoitory for "Activate or Not: Learning Customized Activation." [CVPR 2021]☆204Updated 3 years ago
- PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) …☆105Updated 3 years ago
- Attention mechanism☆53Updated 3 years ago
- HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network☆46Updated 4 years ago
- PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers☆225Updated 3 years ago
- Official implementation of the paper ``Unifying Nonlocal Blocks for Neural Networks'' (ICCV'21)☆98Updated 3 years ago
- [arXiv 2020] Deep Connected Attention Networks☆124Updated 4 years ago
- [ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer☆176Updated 4 years ago
- ☆75Updated 4 years ago
- Codes of "SPANet: Spatial Pyramid Attention Network for Enhanced Image Recognition"☆26Updated 5 years ago
- code and trained models for "Attention as Activation"☆19Updated 4 years ago
- This is an official implementation for "ResT: An Efficient Transformer for Visual Recognition".☆282Updated 2 years ago
- [ICCV 2021] Code for approximated exponential maximum pooling☆294Updated 2 years ago
- Implementation of Dynamic ReLU on Pytorch☆204Updated 5 years ago
- Depthwise Over-parameterized Convolutional Layer☆197Updated 2 years ago