Kthyeon / ssfodLinks
[Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"
☆21Updated last year
Alternatives and similar repositories for ssfod
Users that are interested in ssfod are comparing it to the libraries listed below
Sorting:
- Federated Learning on object detection☆47Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆104Updated 6 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆56Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆44Updated 2 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆25Updated 2 years ago
- The official implementation of "Federated Learning with Label-Masking Distillation"☆10Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆111Updated 6 months ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆62Updated 4 months ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆31Updated 5 months ago
- ☆15Updated last year
- (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient☆35Updated last year
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
- ☆32Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆41Updated last year
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆37Updated 2 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆117Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆44Updated last year
- Simplified Implementation of FedPAC☆59Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆136Updated 8 months ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Updated 2 years ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆27Updated last year
- Official Code for PACFL AAAI 2023☆43Updated last year
- ☆30Updated last year
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆15Updated 6 months ago
- ☆49Updated last year
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆22Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- [KDD 2023] FedMultimodal☆109Updated last month