[ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization"
☆26Jul 29, 2024Updated 2 years ago
Alternatives and similar repositories for FedLESAM
Users that are interested in FedLESAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for FedGF☆15Jun 21, 2024Updated 2 years ago
- Code for the paper "FedFisher: Leveraging Fisher Information for One-Shot Federated Learning" by Divyansh Jhunjhunwala, Shiqiang Wang, an…☆15Feb 10, 2024Updated 2 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆24Mar 27, 2025Updated last year
- Anatomy-guided domain adaptation for point cloud-based 3D in-bed human pose estimation☆10Dec 7, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆39Mar 19, 2026Updated 5 months ago
- PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS☆15Jun 28, 2023Updated 3 years ago
- ☆14May 31, 2025Updated last year
- Pytorch implementation of "Hallucinating Agnostic Images to Generalize Across Domains"☆11Jul 10, 2019Updated 7 years ago
- [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate☆13Jun 17, 2025Updated last year
- Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning☆22Jan 4, 2026Updated 8 months ago
- PyTorch Implementation of Variance Reduced Optimization Algorithms -- SARAH and SVRG.☆15Jul 11, 2021Updated 5 years ago
- [ICLR 2023] PyTorch implementation for "Long-Tailed Partial Label Learning via Dynamic Rebalancing"☆58Apr 21, 2023Updated 3 years ago
- [NeurIPS 2022] Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach -- Official Implementation☆48Jun 29, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [TMLR] CoDeC: Communication-Efficient Decentralized Continual Learning☆13Apr 17, 2024Updated 2 years ago
- Code for "Noise-Inspired Diffusion Model for Generalizable Low-Dose CT Reconstruction"☆18Jun 30, 2025Updated last year
- ☆16Aug 25, 2021Updated 5 years ago
- ☆20Oct 13, 2024Updated last year
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 7 years ago
- The official repo for CVPR2023 highlight paper "Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization".☆86Jun 20, 2023Updated 3 years ago
- Implementation of SVRG for training neural networks☆24Nov 24, 2019Updated 6 years ago
- ☆19May 10, 2024Updated 2 years ago
- ☆18Feb 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.
- Federated Learning in CVPR2024☆24Jun 6, 2024Updated 2 years ago
- ☆13Jan 16, 2024Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 2 years ago
- ☆23Jan 23, 2024Updated 2 years ago
- [ACM MM2026] This is the official implementation of MedCCO☆17Jul 12, 2026Updated last month
- ☆13Jun 1, 2024Updated 2 years ago
- ☆15Dec 10, 2024Updated last year
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆19Sep 11, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆71Feb 27, 2023Updated 3 years ago
- ☆13May 5, 2022Updated 4 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Apr 11, 2023Updated 3 years ago
- [ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"☆22Oct 5, 2022Updated 3 years ago
- Using machine learning to detect malware in encrypted TLS traffic metadata☆17May 5, 2021Updated 5 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆31Dec 28, 2025Updated 8 months ago
- Implementation of FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning☆20Jan 4, 2024Updated 2 years ago