pkuqgg's repositories
adjacent-attention-network
Graph neural network message passing reframed as a Transformer with local attention
antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy
augmix
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
CADLab
Imaging Biomarkers and Computer-Aided Diagnosis Laboratory
CE-Net
The manuscript has been accepted in TMI.
DANet
Dual Attention Network for Scene Segmentation (CVPR2019)
deit
Official DeiT repository
EMANet
The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)
ESPNet
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
FasterRCNN.pytorch
Pytorch Implementation of FasterRCNN
global-self-attention-network
A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
isic2018-part3
Source code for 'ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection' - Task 3 (Classification)
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-classification
Classification with PyTorch.
Sign-Flip-Attack
Pytorch Implementation of Sign Flip Attack(ECCV2020)
SimSiam
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
square-attack
Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
SRN
Selective Refinement Network for High Performance Face Detection, AAAI, 2019
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch