2 papers
cs.CV2025
MediQ-GAN: Quantum-Inspired GAN for High Resolution Medical Image Generation
Qingyue Jiao, Yongcan Tang, Jun Zhuang +2
Machine learning-assisted diagnosis shows promise, yet medical imaging datasets are often scarce, imbalanced, and constrained by privacy, making data augmentation essential. Classi…
quant-ph2024
A comparison on constrain encoding methods for quantum approximate optimization algorithm
Yiwen Liu, Qingyue Jiao, Yidong Zhou +4
The Quantum Approximate Optimization Algorithm (QAOA) represents a significant opportunity for practical quantum computing applications, particularly in the era before error correc…