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adjacent-attention-network

Graph neural network message passing reframed as a Transformer with local attention

amdim

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

attackbox

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

hsja

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

obow

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