jiahuanluo / Federated-BenchmarkView external linksLinks
A Benchmark of Real-world Image Dataset for Federated Learning
☆42Oct 9, 2019Updated 6 years ago
Alternatives and similar repositories for Federated-Benchmark
Users that are interested in Federated-Benchmark are comparing it to the libraries listed below
Sorting:
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 5 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆13Jul 25, 2024Updated last year
- Repository of the conceptual work around Federated Learning to train the object detection model YOLOv5.☆21Aug 1, 2022Updated 3 years ago
- Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)☆10Nov 24, 2021Updated 4 years ago
- Quick parcellation of cortical-segmentation images of human brain☆13Sep 14, 2025Updated 4 months ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆11Dec 8, 2022Updated 3 years ago
- [ISBI'20] Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation☆13Dec 21, 2020Updated 5 years ago
- ☆17Aug 31, 2017Updated 8 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆41May 21, 2021Updated 4 years ago
- Forked version of Yahoo! Cloud Serving Benchmark with support for replay of workload traces☆18Oct 11, 2022Updated 3 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆481Aug 1, 2023Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Leaf: A Benchmark for Federated Settings☆899Mar 24, 2023Updated 2 years ago
- The NYU Systems Seminar☆23Feb 26, 2024Updated last year
- FGNN's artifact evaluation (EuroSys 2022)☆18Apr 25, 2022Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆79Aug 15, 2020Updated 5 years ago
- Implementation of Parameter Server using PyTorch communication lib☆42Apr 7, 2019Updated 6 years ago
- ☆25Oct 8, 2018Updated 7 years ago
- Hey,this is a torch implementation of LEAF(a benchmark of FL)☆23Mar 17, 2021Updated 4 years ago
- RDMA-enabled Apache Kafka☆21Jun 13, 2022Updated 3 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Feb 23, 2023Updated 2 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 2 years ago
- ☆61Mar 24, 2023Updated 2 years ago
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Jul 26, 2021Updated 4 years ago
- Communication-efficient decentralized SGD (Pytorch)☆24Mar 17, 2020Updated 5 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆29Oct 18, 2019Updated 6 years ago
- ☆31Apr 8, 2020Updated 5 years ago
- A PyTorch Implementation of Federated Learning☆1,501Jul 25, 2024Updated last year
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 years ago
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆33Mar 15, 2023Updated 2 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated 10 months ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆121Oct 22, 2020Updated 5 years ago
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 5 years ago
- [Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"☆33Dec 8, 2022Updated 3 years ago
- Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"☆31Nov 20, 2020Updated 5 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆300Jun 27, 2022Updated 3 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆35Jan 18, 2022Updated 4 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Feb 9, 2025Updated last year