Alternatives and similar repositories for Awesome-Personalized-Federated-Learning:

Users that are interested in Awesome-Personalized-Federated-Learning are comparing it to the libraries listed below

• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆33Updated last year
• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆48Updated 3 months ago
• yuetan031 / FedPCL
  [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  ☆42Updated last year
• haopr / MMFL
  This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).
  ☆42Updated 8 months ago
• CGCL-codes / pFedSD
  The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".
  ☆29Updated 2 years ago
• FLAIR-THU / CreamFL
  [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
  ☆104Updated 3 months ago
• cugzj / KT-pFL
  ☆33Updated 3 years ago
• conditionWang / FLNK
  Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…
  ☆86Updated last year
• SMILELab-FL / Dive-into-Federated-Learning
  Tutorials and paper lists for federated learning
  ☆67Updated 2 years ago
• PEILab-Federated-Learning / PromptFL
  PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model
  ☆33Updated last year
• yuhangchen0 / Federated-Learning-in-CVPR2024
  Federated Learning in CVPR2024
  ☆17Updated 9 months ago
• ATP-1010 / FederatedLLM
  ☆69Updated 3 months ago
• visitworld123 / FedFed
  [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
  ☆106Updated 11 months ago
• Sprinter1999 / FedLSR
  Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization
  ☆51Updated 2 months ago
• yxdyc / pFedGate
  ☆26Updated last year
• SMILELab-FL / FedPETuning
  ☆62Updated last year
• longtanle / awesome-federated-LLM-learning
  This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…
  ☆83Updated last month
• Clin0212 / Awesome-Federated-LLM-Learning
  Latest Advances on Federated LLM Learning
  ☆32Updated 2 weeks ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆60Updated 5 months ago
• CityChan / Federated-Hyper-Knowledge-Distillation
  This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…
  ☆16Updated 3 weeks ago
• P0werWeirdo / TagFCL
  This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.
  ☆16Updated 10 months ago
• cyyever / distributed_learning_simulator
  For distributed machine learning
  ☆28Updated last month
• xmouyang / Harmony
  Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".
  ☆27Updated last year
• ZJU-DAI / Federated-Mutual-Learning
  ☆28Updated 4 years ago
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆55Updated last year
• bytedance / FedDecorr
  [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…
  ☆69Updated 2 years ago
• conditionWang / FCIL
  This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
  ☆109Updated last year
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆68Updated 5 months ago
• FangXiuwen / Robust_FL
  ☆47Updated 3 months ago
• yuetan031 / FedProto
  [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
  ☆146Updated 2 years ago