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Xiao Hongri's Projects

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Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

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飞桨常规赛:PALM病理性近视病灶检测与分割 5月第4名方案基线方案

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飞桨常规赛:PALM眼底彩照中黄斑**凹定位 5月第4名方案

al-based-fl-for-multi-task-disaster-detection-model icon al-based-fl-for-multi-task-disaster-detection-model

We design a multi-task model for joint disaster classification and victim detection. We train the model using both the Centralized Learning (CL) and Federated Learning (FL) methods. We also tried Active Learning (AL) to see how it could help in reducing the labeling workload for disaster dataset. Lastly, we optimized the model using OpenVINO.

data-science-competition icon data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline,思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖:kaggle, 阿里天池,华为云大赛校园赛,百度aistudio,和鲸社区,datafountain等

dbface icon dbface

DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy

demo icon demo

Practice Demo and Article

easy-rl icon easy-rl

强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/

emo icon emo

Emote Portrait Alive: Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

etsformer icon etsformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting 20240317

fedem icon fedem

Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

federated-mtl icon federated-mtl

Code used in the experiments of the Master's thesis "Federated Multi-task Learning over Networked Data"

grid_control icon grid_control

"国家电网调控AI创新大赛:电网运行组织智能安排"比赛方案

harmofl icon harmofl

[AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

imagebind icon imagebind

ImageBind One Embedding Space to Bind Them All

imageprocessing-python icon imageprocessing-python

该资源为作者在CSDN的撰写Python图像处理文章的支撑,主要是Python实现图像处理、图像识别、图像分类等算法代码实现,希望该资源对您有所帮助,一起加油。

mtfl-for-personalised-dnns icon mtfl-for-personalised-dnns

Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.

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