non-iid data

FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation AAAI 2023 HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023 Knowledge-Aware Federated Active Learning with Non-IID Data ICCV 2023 MocoSFL: enabling cross-client collaborative self-supervised learning ICLR 2023 Multi-Metrics Adaptively Identifies Backdoors in Federated Learning ICCV 2023 Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection NeurIPS 2023 On the Importance and Applicability of Pre-Training for Federated Learning ICLR 2023 Optimizing the Collaboration Structure in Cross-Silo Federated Learning ICML 2023 Structured Federated Learning through Clustered Additive Modeling NeurIPS 2023 Towards Attack-tolerant Federated Learning via Critical Parameter Analysis ICCV 2023 Towards Personalized Federated Learning via Heterogeneous Model Reassembly NeurIPS 2023 Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection ICLR 2023 When Do Curricula Work in Federated Learning? ICCV 2023 Adapt to Adaptation: Learning Personalization for Cross-Silo Federated Learning IJCAI 2022 Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022 Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing ICLR 2022 CalFAT: Calibrated Federated Adversarial Training with Label Skewness NeurIPS 2022 Causal Inference with Non-IID Data using Linear Graphical Models NeurIPS 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning CVPR 2022 Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) AAAI 2022 Decoupled Federated Learning for ASR with Non-IID Data Interspeech 2022 Divergence-aware Federated Self-Supervised Learning ICLR 2022 DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing NeurIPS 2022 Fairness in Federated Learning via Core-Stability NeurIPS 2022 FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction CVPR 2022