Lorenzo Colantonio

Quantum Diffusion Models

2023 · arXiv (Cornell University)

We propose a quantum version of a generative diffusion model. In this algorithm, artificial neural networks are replaced with parameterized quantum circuits, in order to directly generate quantum states. We present both a full quantum …