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YL.M's Projects

attention-cnn icon attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

conformer icon conformer

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

halonet-pytorch icon halonet-pytorch

Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones

involution icon involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

ml-cvnets icon ml-cvnets

CVNets: A library for training computer vision networks

qanet-pytorch icon qanet-pytorch

Re-implement "QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension"

repmlp icon repmlp

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

sa-net icon sa-net

Code for our ICASSP 2021 paper: SA-Net: Shuffle Attention for Deep Convolutional Neural Networks

simvit icon simvit

This is a official repository of SimViT.

spvit icon spvit

This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

techcpp icon techcpp

【C++面试&C++学习指南】 这里整理了C++后端研发工程师面试和工作必备的知识点 。

trionet icon trionet

This is the official Pytorch implementation of TrioNet (BMVC 2021)

twins icon twins

Two simple and effective designs of vision transformer, which is on par with the Swin transformer

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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