non-iid-data topic

List non-iid-data repositories

FedCP

24
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3
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KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy

FedKTL

65
Stars
5
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65
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CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning

FedTGP

59
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7
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59
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AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

DBE

22
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1
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22
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NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space

GPFL

17
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1
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ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning