conftrace_

one-shot federated learning

8 papers

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Also known as

OSFL

Co-occurring keywords · papers mentioning both

data heterogeneity (4) communication efficiency (2) model fusion (2) one-shot learning (2) federated learning (2) informativeness-aware feature fusion (1) unsupervised feature alignment (1) feature augmentation (1) statistical heterogeneity (1) model ensembling (1)

Papers

Guiding Diffusion Models with Fine-Grained Conditions and Semantics-Preserving Sampling for One-Shot Federated Learning CVPR 2026 One-Shot Federated Learning based on Random Feature Extractor UAI 2026 Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning ICML 2025 FedBEns: One-Shot Federated Learning based on Bayesian Ensemble ICML 2025 FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine ICLR 2025 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024 Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024 Heterogeneity for the Win: One-Shot Federated Clustering ICML 2021