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cs.LG2026
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…
cs.LG2023
KDSM: An uplift modeling framework based on knowledge distillation and sample matching
Chang Sun, Qianying Li, Guanxiang Wang +2
Uplift modeling aims to estimate the treatment effect on individuals, widely applied in the e-commerce platform to target persuadable customers and maximize the return of marketing…