yh08037 / QuantumDiffusion

Presentation at KCS 2023, "Quantum Denoising Diffusion Probabilistic Models for Image Generation"

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Quantum Diffusion Models for Image Generation

Code implementation for the presentation "Quantum Denoising Diffusion Probabilistic Models for Image Generation" at Korean Conference on Semiconductors (KCS), Feb 15, 2023.

It provides a proof-of-concept of quantum diffusion models for image generation task.

Quantum Denoising Diffusion Model

fig_structure

Quantum circuit for restore operation

fig_circuit

Sampling digit images from gaussian noise

fig_sampling

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Presentation at KCS 2023, "Quantum Denoising Diffusion Probabilistic Models for Image Generation"