Nov 26, 2023 · We propose a quantum version of a generative diffusion model. In this algorithm, artificial neural networks are replaced with parameterized quantum circuits.
Nov 27, 2024 · In this work, we propose a potential version of a quantum diffusion model that leverages the established idea of classical latent diffusion models.
Nov 27, 2024 · Quantum latent diffusion models ... quantum diffusion model that leverages the established idea of classical latent diffusion models.
5 days ago · Very proud of this work which brings #GenerativeAI to #quantum computers! The first journal publication, I think, on Quantum Latent…
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Nov 30, 2024 · In this work, we propose a potential version of a quantum diffusion model that leverages the established idea of classical latent diffusion ...
Jun 3, 2024 · In this paper, we introduce the Quantum Generative Diffusion Model (QGDM), a simple and elegant quantum counterpart of classical diffusion models.
It consists of three different variational circuits: the first processes only the input latent vector; the second works on the temporally embedded sinusoidal ...
In this work, we introduce the variational diffusion model (VDM) to efficiently learn high-dimensional quantum distributions with high fidelity.
Oct 29, 2024 · In this algorithm, artificial neural networks are replaced with parameterized quantum circuits, in order to directly generate quantum states. We ...
This work introduces Quantum Generative Diffusion Model (QGDM) as their simple and elegant quantum counterpart. Through a non-unitary forward process, any ...