FLAIR-Community / FlingLinks
☆49Updated 10 months ago
Alternatives and similar repositories for Fling
Users that are interested in Fling are comparing it to the libraries listed below
Sorting:
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆64Updated 7 months ago
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆26Updated 4 months ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆24Updated last year
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆200Updated last month
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆45Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆60Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆141Updated 11 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆117Updated 9 months ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆84Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆91Updated 2 years ago
- HyperFL [AAAI 2025] & HyperFL++.☆17Updated 3 months ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆59Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆39Updated 2 years ago
- This is official implementation of FedTP (TNNLS.2023) [https://ieeexplore.ieee.org/abstract/document/10130784].☆61Updated last year
- ☆92Updated 9 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆100Updated 3 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆58Updated 9 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆47Updated last year
- Personalized federated learning codebase for research☆399Updated 2 years ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆107Updated 2 months ago
- Simplified Implementation of FedPAC☆60Updated last year
- Federated Learning in CVPR2024☆19Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆162Updated 3 years ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆109Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆134Updated 4 months ago
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆13Updated last year
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆22Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆159Updated 9 months ago
- ☆33Updated 2 years ago
- [KDD 2023] FedMultimodal☆116Updated 4 months ago