Quantum-Enhanced Learning Framework for Intelligent and AI-Native 6G Wireless Networks
Quantumer, a hybrid TinyML--quantum framework that integrates multi-scale dilated convolutions and scaled dot-product attention within a lightweight transformer architecture, employing a two-stage transfer learning pipeline from Quantum Pre-Training (Quantumer-Q) to Classical Fine-Tuning (Quantumer-C).
M. B. A. Dastagir, Rakesh Saini, Omer Tariq et al.
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