yuyinzhou

SOoD

TransUnet

This repo reproduces the results of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

penet

MLC

Meta Label Correction for Noisy Label Learning

SmoothAdversarialTraining

Smooth Adversarial Training

CateNorm

The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"

pytorch-classification-advprop

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

wsol-min-max-entropy-interpretability

Pytorch code for: Min-max Entropy for Weakly Supervised Pointwise Localization

rl-medical

Deep Reinforcement Learning (DRL) agents applied to medical images

CAKES

This repository contains the code for our AAAI2021 paper CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks.

BNET

Batch Normalization with Enhanced Linear Transformation

Regional-Homogeneity

Source code for Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses (ECCV 2020)

ShapeTextureDebiasedTraining

Code and models for the paper Shape-Texture Debiased Neural Network Training (ICLR 2021)

Feature-augmented-embedding-machine

[Nature Biomedical Engineering, 2020] A broadly applicable algorithm for dimensionality reduction to reveal underlying trends in a range of biomedical datasets

DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency

DetectoRS

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

UPC-tf

SynSeg-Net

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

AutoNL

Code for AutoNL on ImageNet (CVPR2020)

MS-Net

[TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data

PIPO-FAN

PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch

AtomNAS

[ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'

voxelmorph

Unsupervised Learning for Image Registration

WeightStandardization

Standardizing weights to accelerate micro-batch training

SizeLoss_WSS

Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628

Adversarial_Metric_Attack

The code of "Adversarial Metric Attack for Person Re-identification"

ImageNet-Adversarial-Training

ImageNet classifier with state-of-the-art adversarial robustness

ghost-network

Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)

OrganSegRSTN_PyTorch

PyTorch implementation of OrganSegRSTN - CVPR 2018