lsl001006 / FedIOD
(AAAI-24) Federated Learning via Input-Output Collaborative Distillation
☆12Updated last year
Alternatives and similar repositories for FedIOD:
Users that are interested in FedIOD are comparing it to the libraries listed below
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆6Updated last year
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆16Updated last year
- Code Implementation and Informations about FedAS☆21Updated 2 weeks ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆18Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆43Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆40Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated 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
- Simplified Implementation of FedPAC☆51Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆84Updated last year
- ☆12Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆100Updated last year
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆61Updated 5 months ago
- ☆33Updated 3 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆34Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆47Updated 2 years ago
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆13Updated 8 months ago
- ☆45Updated 2 years ago
- ☆44Updated last month
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆27Updated last year
- ☆20Updated last year
- ☆23Updated last year
- ☆20Updated last year
- ☆14Updated 11 months ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆28Updated last year
- Trying out diffusion training in federated learning setting.☆15Updated last year
- Pytorch implementations of some general federated optimization methods.☆37Updated 3 months ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆53Updated last year
- Federated Learning in CVPR2024☆16Updated 8 months ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆20Updated last year