Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)
☆21Feb 4, 2025Updated last year
Alternatives and similar repositories for FedCola
Users that are interested in FedCola are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆67Jan 21, 2024Updated 2 years ago
- Official Implementation of paper "Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast"☆27Mar 24, 2026Updated 3 months ago
- Federated Learning in CVPR2024☆24Jun 6, 2024Updated 2 years ago
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆20Dec 1, 2023Updated 2 years ago
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆146May 24, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of the ICLR 2025 paper "Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models"☆30Apr 2, 2025Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆80Jul 31, 2024Updated last year
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- ☆45Jun 4, 2026Updated last month
- Code for the MICCAI 2024 Paper: "FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging"☆13Jul 6, 2024Updated last year
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆27Oct 1, 2024Updated last year
- ☆12Sep 30, 2024Updated last year
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆20Mar 11, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Sep 27, 2025Updated 9 months ago
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 2 years ago
- ☆19Jul 13, 2025Updated 11 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆132Dec 20, 2024Updated last year
- ☆22Sep 6, 2021Updated 4 years ago
- ☆14Oct 12, 2024Updated last year
- ☆35Nov 8, 2023Updated 2 years ago
- ☆25Nov 1, 2025Updated 8 months ago
- [ACL 2023] Code and data for our paper "Measuring Progress in Fine-grained Vision-and-Language Understanding"☆13Jun 11, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆12Apr 18, 2025Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆68Mar 12, 2025Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆72Feb 16, 2025Updated last year
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- This code is provided for reproducibility of results in the paper: Multiview Aerial Visual Recognition (MAVREC): Can Multi-view Improve A…☆24Feb 6, 2025Updated last year
- ☆26Dec 2, 2024Updated last year
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆19May 30, 2024Updated 2 years ago
- Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy ide…☆44Dec 14, 2024Updated last year
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Jun 6, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning (ACSAC 2024)☆15Aug 21, 2025Updated 10 months ago
- ☆12Jan 23, 2024Updated 2 years ago
- [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…☆15May 18, 2024Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆123Jan 11, 2024Updated 2 years ago
- [ICLR 2026] DecAlign: Aligning Cross-Modal Semantics for Multimodal Foundation Models☆99Updated this week
- ☆11May 15, 2024Updated 2 years ago