Paper: "Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices"
☆18Jan 10, 2024Updated 2 years ago
Alternatives and similar repositories for SLT
Users that are interested in SLT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization☆13Aug 3, 2024Updated last year
- ☆29May 26, 2023Updated 2 years ago
- Pytorch implementations of some general federated optimization methods.☆54Oct 25, 2024Updated last year
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆14Dec 4, 2023Updated 2 years ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆27Mar 7, 2024Updated 2 years ago
- This is the official repository of L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representat…☆12May 20, 2024Updated last year
- ☆14Mar 13, 2023Updated 3 years ago
- SVGD implementation☆12Jul 23, 2018Updated 7 years ago
- Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent☆10Nov 19, 2020Updated 5 years ago
- ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning☆26Nov 11, 2024Updated last year
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 2 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆43Jul 15, 2023Updated 2 years ago
- 电子科技大学信息与软件学院研究生一年级学科课程资料☆11Dec 17, 2021Updated 4 years ago
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆64Dec 27, 2024Updated last year
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Apr 14, 2023Updated 2 years ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆30Feb 10, 2023Updated 3 years ago
- ☆12May 18, 2024Updated last year
- python写的12306爬虫，用的tkinter做可视化界面☆11Dec 18, 2019Updated 6 years ago
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated last year
- ☆17Mar 6, 2024Updated 2 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 3 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆118Nov 9, 2025Updated 4 months ago
- ☆11Apr 10, 2023Updated 2 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆27Nov 21, 2023Updated 2 years ago
- Implementation of FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning☆20Jan 4, 2024Updated 2 years ago
- ☆11Dec 8, 2020Updated 5 years ago
- ☆85Jan 6, 2022Updated 4 years ago
- ☆10Mar 31, 2022Updated 3 years ago
- ☆13Dec 12, 2024Updated last year
- examples for jupyterlab porjects☆11Dec 8, 2022Updated 3 years ago
- Introducing: Large Scale Capacity Consensus!☆14Nov 1, 2021Updated 4 years ago
- A large labelled image dataset for benchmarking in federated learning☆104Mar 6, 2024Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆176May 26, 2022Updated 3 years ago
- Official implementation for paper "No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation", I…☆17Jul 26, 2023Updated 2 years ago
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 2 years ago
- Personalized Federated Learning under Mixture of Distributions☆19Jan 2, 2024Updated 2 years ago
- DELTA-pytorch：DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation☆12Apr 16, 2024Updated last year