chenxingqiang / PFLoRA-libLinks
PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Extensibility, Supported A
☆13Updated last year
Alternatives and similar repositories for PFLoRA-lib
Users that are interested in PFLoRA-lib are comparing it to the libraries listed below
Sorting:
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆52Updated 7 months ago
- ☆103Updated 11 months ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆59Updated 2 years ago
- Source code of FedPrompt☆16Updated 3 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆63Updated last year
- Federated Learning in CVPR2024☆19Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆140Updated 2 weeks ago
- ☆19Updated last year
- ☆17Updated 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
- ☆35Updated last week
- ☆65Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆59Updated 11 months ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆31Updated 3 years ago
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆50Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆43Updated 2 years ago
- Simplified Implementation of FedPAC☆60Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆123Updated 11 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆70Updated last year
- ☆17Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆52Updated 3 years ago
- Latest Advances on Federated LLM Learning☆84Updated 5 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆50Updated last year
- ☆22Updated 3 years ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆110Updated 4 months ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆26Updated 2 years ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆58Updated 9 months ago
- ☆32Updated last year