Benchmarking Semi-supervised Federated Learning
☆54Aug 14, 2022Updated 3 years ago
Alternatives and similar repositories for SSFL-Benchmarking-Semi-supervised-Federated-Learning
Users that are interested in SSFL-Benchmarking-Semi-supervised-Federated-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆82Apr 25, 2022Updated 3 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Jul 7, 2022Updated 3 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆51Jun 5, 2023Updated 2 years ago
- [NeurIPS 2020] code for "Boundary thickness and robustness in learning models"☆20Dec 11, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228☆20Jan 7, 2022Updated 4 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Jul 19, 2023Updated 2 years ago
- Temporary Discriminator GAN☆14Jul 21, 2020Updated 5 years ago
- FedCD: Improving Performance in non-IID Federated Learning☆14Dec 2, 2020Updated 5 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆23Nov 17, 2022Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆227Oct 21, 2020Updated 5 years ago
- ☆19Oct 18, 2022Updated 3 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆49Aug 24, 2022Updated 3 years ago
- ☆117Feb 27, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated 11 months ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆60May 9, 2023Updated 2 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆121Aug 7, 2023Updated 2 years ago
- Federated posterior averaging implemented in JAX☆53Apr 13, 2023Updated 2 years ago
- The code for our AAAI 22 paper "Semi-Supervised Learning with Multi-Head Co-Training" and journal submission.☆11May 14, 2023Updated 2 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- Official code for DAM: Dynamic Adapter Merging for Continual Video QA Learning☆14Apr 25, 2024Updated last year
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 years ago
- Learning from history for Byzantine Robustness☆26Jun 11, 2021Updated 4 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Nov 7, 2022Updated 3 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- Paper list of federated learning: About system design☆13Apr 13, 2022Updated 3 years ago
- Code and data accompanying the FedGen paper☆260Oct 31, 2024Updated last year
- PyTroch Implementation of the following paper, "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation, ICCV'21""☆16Jul 19, 2022Updated 3 years ago
- ☆30Oct 22, 2020Updated 5 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆57Jul 31, 2022Updated 3 years ago
- Training Federated GANs with Theoretical Guarantees: AUniversal Aggregation Approach☆17Jan 18, 2021Updated 5 years ago
- 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
- ☆17Feb 14, 2021Updated 5 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆163Jun 3, 2021Updated 4 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆39Dec 3, 2020Updated 5 years ago