Alternatives and similar repositories for COALA:

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

• PEILab-Federated-Learning / PromptFL
  PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model
  ☆33Updated last year
• justincui03 / dc_benchmark
  ☆85Updated 2 years ago
• LINs-lab / FedTHE
  [ICLR 2023] Test-time Robust Personalization for Federated Learning
  ☆53Updated last year
• MediaBrain-SJTU / FedLESAM
  [ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Bette…
  ☆18Updated 7 months ago
• ZFancy / SFAT
  [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"
  ☆32Updated last year
• lianziqt / CFeD
  ☆21Updated 2 years ago
• zj-jayzhang / Federated-Class-Continual-Learning
  This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)
  ☆39Updated 10 months ago
• shijiangming1 / CLIP2FL
  ☆28Updated 10 months ago
• MediaBrain-SJTU / pFedGraph
  ☆30Updated last year
• duygunuryldz / Federated_Orthogonal_Training
  ☆10Updated last year
• jhoon-oh / FedBABU
  ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"
  ☆50Updated 3 years ago
• kaiwang960112 / CAFE
  This is a method of dataset condensation, and it has been accepted by CVPR-2022.
  ☆69Updated last year
• wizard1203 / VHL
  ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
  ☆41Updated 2 years ago
• mmendiet / FedAlign
  Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]
  ☆60Updated 2 years ago
• FangXiuwen / Robust_FL
  ☆47Updated 2 months ago
• HongxiaLee / FedOTP
  Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
  ☆35Updated 11 months ago
• yuetan031 / FedPCL
  [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  ☆42Updated last year
• SaraBabakN / MFCL-NeurIPS23
  ☆19Updated 11 months ago
• meghdadk / SCRUB
  ☆44Updated 7 months ago
• SonyResearch / MocoSFL
  Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)
  ☆52Updated 2 years ago
• WenkeHuang / RethinkFL
  CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View
  ☆100Updated 2 months ago
• Xu-Jingyi / FedCorr
  CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction
  ☆36Updated last year
• shenlei515 / VHL-paddle
  translation of VHL repo in paddle
  ☆25Updated last year
• HaokunChen245 / FedDAT
  [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
  ☆51Updated last year
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
  ☆97Updated this week
• OngWinKent / Federated-Feature-Unlearning
  [NeurIPS 2024] Official implementation of the paper “Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity"
  ☆11Updated 2 weeks ago
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆68Updated 5 months ago
• MediaBrain-SJTU / FedGELA
  [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
  ☆12Updated 9 months ago
• TouchSky-Lab / Awesome-Data-Free-Knowledge-Distillation
  Data-Free Knowledge Distillation
  ☆20Updated 2 years ago
• Yujun-Shi / FedCLS
  [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…
  ☆40Updated 2 years ago