PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model
☆46Apr 8, 2023Updated 3 years ago
Alternatives and similar repositories for PromptFL
Users that are interested in PromptFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- Implementation of the ICLR 2025 paper "Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models"☆30Apr 2, 2025Updated last year
- Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAyl…☆27May 7, 2024Updated 2 years ago
- Official code for AAAI 2026 paper (One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow)☆39Dec 15, 2025Updated 6 months ago
- ☆14May 31, 2025Updated 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.
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 3 years ago
- [NeurIPS 2023] Adaptive Test-Time Personalization for Federated Learning. Wenxuan Bao, Tianxin Wei, Haohan Wang, Jingrui He.☆26Dec 25, 2023Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆55Mar 21, 2022Updated 4 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆21Jul 25, 2023Updated 2 years ago
- An FL algorithm inspired by FedGMA☆11Oct 21, 2023Updated 2 years ago
- Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning☆23Mar 21, 2025Updated last year
- ☆31Mar 12, 2023Updated 3 years ago
- FedCMR: Federated Cross-Modal Retrieval 的代码(the official implementation of FedCMR: Federated Cross-Modal Retrieval)☆17Oct 17, 2025Updated 8 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆46Jun 8, 2023Updated 3 years ago
- ☆164Dec 23, 2022Updated 3 years ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆239Apr 23, 2026Updated 2 months ago
- ☆10Jul 18, 2023Updated 2 years ago
- A list of papers using/about Federated Learning especially malicious client and attacks.☆12Aug 22, 2020Updated 5 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆72Dec 27, 2024Updated last year
- ☆16Mar 6, 2024Updated 2 years ago
- ☆18Mar 12, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository is for the paper "Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding…☆21Nov 2, 2023Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆187May 26, 2022Updated 4 years ago
- ☆19Jul 13, 2025Updated 11 months ago
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆20Dec 1, 2023Updated 2 years ago
- ☆118Feb 27, 2023Updated 3 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Nov 2, 2023Updated 2 years ago
- 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
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Jan 4, 2023Updated 3 years ago
- [NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"☆11Nov 15, 2024Updated 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.
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆47Apr 1, 2023Updated 3 years ago
- Official implementation of "Multi-Level Branched Regularization for Federated Learning" in ICML 2022☆21Mar 12, 2024Updated 2 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- ☆17Aug 5, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,133Jan 25, 2026Updated 5 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆86May 24, 2024Updated 2 years ago
- ☆16Feb 28, 2023Updated 3 years ago