most citedGeneralized few-shot transfer learning architecture for modeling the EDFA gain spectrum

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cs.LG2025

Multi-Span Optical Power Spectrum Evolution Modeling using ML-based Multi-Decoder Attention Framework

Agastya Raj, Zehao Wang, Frank Slyne +3

We implement a ML-based attention framework with component-specific decoders, improving optical power spectrum prediction in multi-span networks. By reducing the need for in-depth…