shijiangming1 / CLIP2FL
☆28Updated 9 months ago
Alternatives and similar repositories for CLIP2FL:
Users that are interested in CLIP2FL are comparing it to the libraries listed below
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆34Updated 10 months ago
- ☆16Updated 11 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆42Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆95Updated last month
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆34Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆98Updated last month
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆100Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆40Updated 2 years ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆15Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆38Updated 9 months ago
- ☆45Updated 2 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆42Updated last year
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆36Updated last year
- Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAyl…☆13Updated 9 months ago
- Code Implementation and Informations about FedAS☆21Updated last week
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆104Updated last year
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆87Updated 2 months ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆15Updated 8 months ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆11Updated 8 months ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated 8 months ago
- ☆44Updated last month
- ☆16Updated 9 months ago
- ☆29Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆41Updated last month
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Updated last month
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆11Updated last week
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆6Updated last year
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆23Updated 11 months ago
- Federated Learning in CVPR2024☆16Updated 8 months ago