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Abstract: One of the most challenging issues in federated learning (FL) is that the data are often not independent and identically distributed (non-IID). Clients are expected to contribute the same ...

Abstract: In this work, we reveal an interesting observation within the multispectral modality: high-frequency components exhibit a long-tailed distribution, in contrast to the Gaussian distribution ...