Abstract: Effectively estimating the uncertainty attached to neural network predictions thus becomes essential to improve robustness, reliability, and trustworthiness. This paper provides an overview ...
Abstract: To improve the modulation format identification (MFI) accuracy and reduce the optical signal-to-noise ratio (OSNR) estimation error under complex channel ...
Large language models (LLMs) have shown remarkable generalization capability with exceptional performance in various language modeling tasks. However, they still exhibit inherent limitations in ...
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