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awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

deep-compressive-offloading

Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency

edge-tb

TPDS paper, EdgeTB: a Hybrid Testbed for Distributed Machine Learning at the Edge with High Fidelity

edgetb

etinynet

fedclassavg

fedrolex

[NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

fl-datasets-for-har

Four Federated learning datasets for Human Activity Recognition

flower

Flower: A Friendly Federated Learning Framework

har-on-stm32f401c

使用卷积神经网络在STM32F401C-DISCO上实现人体活动识别

harbox-code

harmony

Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".

mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679

openvtuber

虚拟爱抖露(アイドル)共享计划, 是基于单目RGB摄像头的人眼与人脸特征点检测算法, 在实时3D面部捕捉以及模型驱动领域的应用.

tutorials

机器学习相关教程