yuhangchen0 / Federated-Learning-in-CVPR2024Links
Federated Learning in CVPR2024
☆19Updated last year
Alternatives and similar repositories for Federated-Learning-in-CVPR2024
Users that are interested in Federated-Learning-in-CVPR2024 are comparing it to the libraries listed below
Sorting:
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆68Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆137Updated last week
- Simplified Implementation of FedPAC☆60Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆63Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆59Updated 10 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆121Updated 10 months ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated 2 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆208Updated 2 months ago
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆111Updated 10 months ago
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Updated last year
- ☆53Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆65Updated 8 months ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆105Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆101Updated 4 months ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆107Updated 3 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆49Updated last year
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆41Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆165Updated 10 months ago
- ☆35Updated 2 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- ☆52Updated 3 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated last month
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆59Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- ☆17Updated last year
- ☆98Updated 10 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆25Updated last year