Python script to extract savefiles out of Xbox Game Pass for PC games

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

IEEE TMI 2021: AdaCon: Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment

Graph Neural Networks for Explainable Ejection Fraction Estimation

MedIA2024: Multi-Granularity Learning of Explicit Geometric Constraint and Contrast for Label-Efficient Medical Image Segmentation and Differentiable Clinical Function Assessment

ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"

IEEE TMI 2022: Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

A comprehensive list of awesome contrastive self-supervised learning papers.

BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models

Collection of awesome test-time (domain/batch/instance) adaptation methods

Code examples in pyTorch and Tensorflow for CS230

code for our paper localized adversarial domain generalization

Awesome things about domain generalization, including papers, code, etc.

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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

Loss function which directly targets ROC-AUC

Code for the MLHC 2021 paper: A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

python 3 pytorch implementation of DANN

Distributed Asynchronous Hyperparameter Optimization in Python