Alternatives and similar repositories for FedKTL

Users that are interested in FedKTL are comparing it to the libraries listed below

• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆58Updated 10 months ago
• conditionWang / FLNK
  Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…
  ☆84Updated last year
• FLAIR-THU / CreamFL
  [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
  ☆118Updated 10 months ago
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆60Updated last year
• HaokunChen245 / FedDAT
  [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
  ☆61Updated last year
• Yutong-Dai / FedNH
  Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
  ☆46Updated 2 years ago
• TsingZ0 / FedALA
  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
  ☆142Updated 11 months ago
• yuetan031 / FedPCL
  [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  ☆43Updated 2 years ago
• Lee-Gihun / FedNTD
  (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
  ☆89Updated 2 years ago
• MediaBrain-SJTU / pFedGraph
  ☆34Updated 2 years ago
• ZexiLee / ICML-2023-FedLAW
  The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".
  ☆59Updated 2 years ago
• cugzj / KT-pFL
  ☆33Updated 3 years ago
• pzp-dzd / FedPFT
  This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".
  ☆24Updated last year
• ZhangLin-PKU / FedFTG
  ☆53Updated last year
• leondada / FedAPT
  ☆17Updated last year
• bytedance / FedDecorr
  [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…
  ☆68Updated 2 years ago
• yuhangchen0 / Federated-Learning-in-CVPR2024
  Federated Learning in CVPR2024
  ☆19Updated 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…
  ☆100Updated 3 months ago
• yxdyc / pFedGate
  ☆28Updated 2 years ago
• MMorafah / FL-SC-NIID
  Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks
  ☆26Updated 2 years ago
• shangxinyi / CReFF-FL
  ☆52Updated 3 years ago
• KarhouTam / pFedLA
  PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning
  ☆91Updated 2 years ago
• TsingZ0 / FedCP
  KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy
  ☆30Updated 10 months ago
• zj-jayzhang / DENSE
  Official PyTorch implementation of DENSE (NeurIPS 2022)
  ☆30Updated 2 years ago
• yuetan031 / FedProto
  [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
  ☆165Updated 3 years ago
• WenkeHuang / RethinkFL
  CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View
  ☆110Updated 10 months ago
• ziyaow1010 / FederatedLLM
  ☆95Updated 9 months ago
• xiyuanyang45 / FedAS
  Code Implementation and Informations about FedAS
  ☆31Updated 8 months ago
• usc-sail / fed-multimodal
  [KDD 2023] FedMultimodal
  ☆117Updated 5 months ago
• LTTM / FedSpace
  PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…
  ☆38Updated 2 years ago