Geometry-Aware Contrastive Learning for Few-Shot Automatic Modulation Recognition

Guanqun Zhao, Yitong Liu, Jiaxuan Fang +2

Standard Self-Supervised Learning (SSL) for Automatic Modulation Recognition (AMR) struggles with ineffective isotropic augmentations, spectral instability, and semantic drift. To…