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advmil_yz

The implementation of Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

ai_hw_2022_fall

awesome-fl

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

big_data_hw_2022_spring

deeplearning-models

A collection of various deep learning architectures, models, and tips

ece203_ta_2022_fall

ece303_ta_2022_fall

ECE303_TA_2022_fall

fitlog

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

glmnet_python

hfm

FedMM-D (Provably)

hfm-appendix

Supplementary Material of Hybrid Federated Learning for Multimodal IoT Systems

paper-reading_lm

paper

pfl

pomdp-baselines

Simple (but might Strong) Baselines for POMDPs in PyTorch

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

scikit-image

Image processing in Python

tcga_segmentation_yz

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tuning_playbook_yz

A playbook for systematically maximizing the performance of deep learning models.

vflair

THU-AIR Vertical Federated Learning general, extensible and light-weight framework

weakly-supervised-learning-for-medical-image-classification

research