Carkham / FLHetBench
(CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
☆10Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for FLHetBench
- ☆12Updated 8 months ago
- Simplified Implementation of FedPAC☆48Updated 11 months ago
- The official implantation of SGPT (CVPR2024)☆13Updated 3 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆90Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆32Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆35Updated 9 months ago
- ☆26Updated last year
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆5Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆35Updated 6 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆30Updated 7 months ago
- [KDD 2023] FedMultimodal☆78Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆97Updated last year
- ☆12Updated 8 months ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆49Updated last year
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆80Updated 9 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆38Updated last year
- ☆31Updated 2 years ago
- Code Implementation and Informations about FedAS☆16Updated 2 months ago
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆91Updated last year
- Federated Learning in CVPR2024☆13Updated 5 months ago
- ☆17Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆36Updated this week
- ☆41Updated last year
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆25Updated last year
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆41Updated last year
- ✨✨A curated list of latest advances on Foundation Models with Federated Learning☆54Updated 3 weeks ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 2 months ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆52Updated last year
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆24Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆55Updated 2 years ago