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quant-ph2025
A purely Quantum Generative Modeling through Unitary Scrambling and Collapse
Yihua Li, Jiayi Chen, Tamanna S. Kumavat +1
Quantum computing offers fundamentally more expressive mechanisms for generative modeling, yet current approaches remain constrained by classical neural components that bottleneck…
quant-ph2024★ 4 cited
A Matrix Product State Model for Simultaneous Classification and Generation
Alex Mossi, Bojan Žunkovic, Kyriakos Flouris
Quantum machine learning (QML) is a rapidly expanding field that merges the principles of quantum computing with the techniques of machine learning. One of the powerful mathematica…