Dualformer applies a parameter-sharing DualNN via Transformer patches to complex signals, claiming better results on AMR, SSR, and SSP tasks than baselines.
Unveiling (a) (b) (c) Fig. 11. Comparison of Transformer-based architectures in SSP. (a) RQ. (b) SQ. (c) PQ. the power of complex-valued transformers in wireless communications,
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Dualformer: Efficient Feature Extractor for Complex-valued Blind Communication Signal Analysis
Dualformer applies a parameter-sharing DualNN via Transformer patches to complex signals, claiming better results on AMR, SSR, and SSP tasks than baselines.