Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustainable development.
☆86Feb 7, 2024Updated 2 years ago
Alternatives and similar repositories for FLNK
Users that are interested in FLNK 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 is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆122Aug 7, 2023Updated 2 years ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆33Apr 23, 2023Updated 2 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆117Jun 2, 2021Updated 4 years ago
- [CVPR2023] Federated Incremental Semantic Segmentation☆40Nov 5, 2023Updated 2 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆56Aug 15, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆23Oct 30, 2023Updated 2 years ago
- ☆32Mar 12, 2023Updated 3 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Apr 25, 2023Updated 2 years ago
- Communication-efficient federated continual learning☆20Jan 3, 2023Updated 3 years ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 2 years ago
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆53Apr 30, 2024Updated last year
- ☆18Jul 20, 2022Updated 3 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆43Jul 15, 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.
- ☆29Dec 23, 2023Updated 2 years ago
- Code for ScaleFL☆34Dec 11, 2025Updated 4 months ago
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆86Dec 9, 2021Updated 4 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 3 years ago
- ☆13Jan 16, 2024Updated 2 years ago
- Benchmark for federated noisy label learning☆25Aug 31, 2024Updated last year
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- This is the official implementation of the ICML 2023 paper "Fair yet Asymptotically Equal Collaborative Learning"☆10May 29, 2023Updated 2 years ago
- [TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning☆32Nov 30, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Dec 26, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆674Jan 25, 2026Updated 2 months ago
- ☆16Sep 30, 2024Updated last year
- ☆21Apr 27, 2024Updated last year
- ☆26Dec 14, 2021Updated 4 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆31Oct 20, 2025Updated 5 months ago
- ☆11Jul 26, 2023Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)☆37Dec 12, 2024Updated last year
- 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.
- ☆164Dec 23, 2022Updated 3 years ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆59Mar 28, 2023Updated 3 years ago
- ☆117Feb 27, 2023Updated 3 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆125Jan 11, 2024Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆32Nov 21, 2022Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆178May 26, 2022Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆824Oct 20, 2025Updated 5 months ago