CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
☆29May 28, 2024Updated 2 years ago
Alternatives and similar repositories for FedHEAL
Users that are interested in FedHEAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Oct 6, 2024Updated last year
- A novel algorithm that distributes training-time model rewards to incentivize client contributions for federated learning. (ICLR-2024)☆18May 6, 2024Updated 2 years ago
- Code Implementation and Informations about FedAS☆36Feb 4, 2025Updated last year
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆114Mar 16, 2026Updated 5 months ago
- ☆39Dec 5, 2025Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆21Feb 25, 2024Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago
- The official code for the paper 'Towards Fair Graph Federated Learning via Incentive Mechanisms'☆18May 23, 2024Updated 2 years ago
- [IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning☆22Dec 4, 2025Updated 8 months ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆109Oct 24, 2023Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆76Dec 27, 2024Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆117Dec 29, 2024Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 3 years ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆36Feb 18, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 18, 2024Updated 2 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆17Jan 21, 2024Updated 2 years ago
- [CVPR 2025] The official Pytorch implementation of AlignIns☆20Dec 20, 2025Updated 7 months ago
- [NeurIPS 2024] Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method☆16Oct 1, 2024Updated last year
- [TMLR23] FedDAG: Federated DAG Structure Learning☆20Jan 7, 2023Updated 3 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆67Aug 28, 2023Updated 2 years ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆19May 31, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Track Federated Learning Papers☆60Updated this week
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆32Nov 21, 2022Updated 3 years ago
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆21Dec 17, 2023Updated 2 years ago
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆23Dec 25, 2023Updated 2 years ago
- (CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning☆12Mar 6, 2024Updated 2 years ago
- ☆30Oct 24, 2023Updated 2 years ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated last year
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆118Nov 9, 2025Updated 9 months ago
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆22Dec 26, 2024Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆19Jun 21, 2024Updated 2 years ago
- ☆22Sep 1, 2023Updated 2 years ago
- Modeling Global Distribution for Federated Learning with Label Distribution Skew