[KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning
☆146May 24, 2025Updated last year
Alternatives and similar repositories for fed-multimodal
Users that are interested in fed-multimodal are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆135Dec 20, 2024Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆81Jul 31, 2024Updated 2 years ago
- Official Implementation of paper "Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast"☆27Mar 24, 2026Updated 5 months ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆32Mar 22, 2024Updated 2 years ago
- 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.
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- Trustworthy Speech Emotion Recognition☆13May 22, 2023Updated 3 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated 2 years ago
- [INTERSPEECH 2023] Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling☆25Sep 17, 2022Updated 3 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- FedCMR: Federated Cross-Modal Retrieval 的代码(the official implementation of FedCMR: Federated Cross-Modal Retrieval)☆17Oct 17, 2025Updated 10 months ago
- ☆16May 21, 2026Updated 3 months ago
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆29Oct 1, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13May 31, 2024Updated 2 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆29May 28, 2024Updated 2 years ago
- ☆14May 16, 2024Updated 2 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆58Aug 27, 2024Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆76Dec 27, 2024Updated last year
- Flexe - The open source federated learning for vehicular network simulation framework.☆12Oct 30, 2024Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,012May 20, 2026Updated 3 months ago
- ☆39Dec 5, 2025Updated 9 months 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.
- ☆35Nov 11, 2025Updated 9 months ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Jun 6, 2024Updated 2 years ago
- ☆27Feb 26, 2023Updated 3 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,159Jan 25, 2026Updated 7 months ago
- Paper List for Personalized Federated Learning (PFL)☆15Jul 23, 2024Updated 2 years ago
- Latest Advances on Federated LLM Learning☆111Jul 7, 2025Updated last year
- ☆14Dec 8, 2022Updated 3 years ago
- Vox-Profile Benchmark☆91Feb 16, 2026Updated 6 months 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.
- Compressed Vertical Federated Learning simulation code☆15Apr 11, 2023Updated 3 years ago
- ☆35Nov 8, 2023Updated 2 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆184Feb 27, 2023Updated 3 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆19Jun 21, 2024Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆35Aug 18, 2023Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago