(CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
☆18Jun 21, 2024Updated 2 years ago
Alternatives and similar repositories for FLHetBench
Users that are interested in FLHetBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Oct 12, 2024Updated last year
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- (CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning☆12Mar 6, 2024Updated 2 years ago
- This repository includes the official project of L2B, from our paper "Learning to Bootstrap for Combating Label Noise".☆32Mar 16, 2025Updated last year
- ☆48Jun 2, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- HyperFL [AAAI 2025] & HyperFL++.☆29Jul 3, 2025Updated last year
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Feb 25, 2025Updated last year
- Apply methods described in "Git Re-basin"-paper [1] to arbitrary models --- [1] Ainsworth et al. (https://arxiv.org/abs/2209.04836)☆17Updated this week
- Implementation of CPF clustering method.☆10Jun 14, 2026Updated 3 months ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- ☆20Feb 8, 2024Updated 2 years ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 18, 2024Updated 2 years ago
- Track Federated Learning Papers☆61Aug 25, 2026Updated last month
- ☆13Jul 1, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- Scalable Computation of Hessian Diagonals☆14Jun 2, 2024Updated 2 years ago
- ☆33Feb 10, 2023Updated 3 years ago
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆38Apr 20, 2026Updated 5 months ago
- ☆117Feb 27, 2023Updated 3 years ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆68Apr 17, 2025Updated last year
- Simplified Implementation of FedPAC☆61Nov 30, 2023Updated 2 years ago
- [npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction☆13May 1, 2024Updated 2 years ago
- Speech Security and Privacy Compendium - Mini☆10Jun 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆10Apr 21, 2022Updated 4 years ago
- ☆10Sep 18, 2021Updated 5 years ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆44Jul 29, 2023Updated 3 years ago
- FGLA: Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients☆15Mar 17, 2026Updated 6 months ago
- ☆39Dec 5, 2025Updated 10 months ago
- ☆22Jun 4, 2025Updated last year
- ☆11Aug 15, 2023Updated 3 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆81Jul 31, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Efficient Device Scheduling with Multi-Job Federated Learning☆19Sep 15, 2023Updated 3 years ago
- ☆23Jan 7, 2026Updated 9 months ago
- Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning [Accepted at ICML 2023]☆15Mar 31, 2024Updated 2 years ago
- [TMLR'24] This repository includes the official implementation our paper "FedConv: Enhancing Convolutional Neural Networks for Handling D…☆25Apr 30, 2024Updated 2 years ago
- Code for "Deep Learning for In Vivo Near-Infrared Imaging".☆25Sep 26, 2023Updated 3 years ago
- ☆12Jul 4, 2024Updated 2 years ago
- Official code for "Evaluations of Machine Learning Privacy Defenses are Misleading" (https://arxiv.org/abs/2404.17399)☆13Apr 29, 2024Updated 2 years ago