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Yifan Feng's Projects

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Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence

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This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.

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A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentation with inconsistent labels.

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The Code of Fed-MStacking: Heterogeneous Federated Learning with Stacking Misaligned Labels for Abnormal Heart Sound Detection

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Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.

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[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients

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FedStream: Prototype-Based Federated Learning on Distributed Concept-drifting Data Streams

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