CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
☆68Mar 12, 2025Updated last year
Alternatives and similar repositories for FedKTL
Users that are interested in FedKTL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆243Apr 23, 2026Updated 3 months ago
- ☆10Nov 21, 2023Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆75Dec 27, 2024Updated last year
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆24Mar 27, 2025Updated last year
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 2 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.
- Code Implementation and Informations about FedAS☆36Feb 4, 2025Updated last year
- ☆86Oct 23, 2024Updated last year
- ☆35Nov 8, 2023Updated 2 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆104Jul 17, 2025Updated last year
- ☆121Aug 14, 2024Updated last year
- ☆14May 31, 2025Updated last year
- ☆26Oct 17, 2024Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,003May 20, 2026Updated 2 months ago
- ☆12Oct 26, 2023Updated 2 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆59Aug 27, 2024Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆21Feb 19, 2025Updated last year
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆45Jul 15, 2023Updated 3 years ago
- ☆477Dec 12, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆158Jan 21, 2026Updated 6 months ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆117Jun 2, 2021Updated 5 years ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Jun 6, 2024Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,144Jan 25, 2026Updated 5 months ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- ☆11Apr 18, 2020Updated 6 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆689Jan 25, 2026Updated 5 months ago
- ☆26Dec 15, 2024Updated last year
- Code for AISTATS'25 paper - On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond☆14Sep 23, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆71Feb 27, 2023Updated 3 years ago
- Simplified Implementation of FedPAC☆62Nov 30, 2023Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 3 years ago
- An experimental platform for federated learning.☆630Jun 4, 2025Updated last year
- (CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning☆12Mar 6, 2024Updated 2 years ago
- Code of NeurIPS 2019 paper: Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients☆16May 13, 2020Updated 6 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆72Feb 16, 2025Updated last year