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Ke Yu's Projects

agxnet icon agxnet

PyTorch implementation for AGXNet

auton-survival icon auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

chexpert-small icon chexpert-small

CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet

compressive-visual-representations icon compressive-visual-representations

Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representations" (NeurIPS 2021)

convirt-pytorch icon convirt-pytorch

Contrastive Learning Representations for Images and Text Pairs. Pytorch implementation of ConVIRT Paper.

mimic-cxr icon mimic-cxr

Code, documentation, and discussion around the MIMIC-CXR database

molecule-autoencoder icon molecule-autoencoder

A project to enable optimization of molecules by transforming them to and from a continuous representation.

pywsl icon pywsl

Python codes for weakly-supervised learning

radgraph icon radgraph

RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

simclr icon simclr

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

swin_unentr icon swin_unentr

Implementations of recent research prototypes/demonstrations using MONAI.

tutorials icon tutorials

Tutorials for creating figures, tables, or other content for AAS Journals.

virtex icon virtex

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

xray-ai icon xray-ai

Welcome to the X-ray AI (XAI) project!

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