imguangyu / FedCola
Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)
☆13Updated last month
Alternatives and similar repositories for FedCola:
Users that are interested in FedCola are comparing it to the libraries listed below
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆47Updated last year
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆15Updated 9 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆35Updated 11 months ago
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆17Updated last year
- Code Implementation and Informations about FedAS☆21Updated last month
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆102Updated 2 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆40Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆6Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆96Updated 2 months ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆24Updated 2 years ago
- ☆16Updated last year
- ☆28Updated 10 months ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆33Updated last year
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆15Updated last year
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated 9 months ago
- ☆14Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆45Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆102Updated last year
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆42Updated last year
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆15Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆39Updated 10 months ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆27Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆44Updated 2 months ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆27Updated last year
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆19Updated 2 years ago
- ☆10Updated last year
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Updated 2 months ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆15Updated 9 months ago