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Dian-Xin Zheng

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#machine learning Preprint Oct 2026

Leveraging Quantum Measurement Randomness for Shot-Efficient Diffusion Models

This paper uses the noise quantum measurement produces anyway to replace part of the noise the sampler would otherwise inject to replace part of the noise the sampler would otherwise inject in the denoising diffusion implicit model.

Tian-Hao Guo, Dian-Xin Zheng, Yu-Hua Qian et al. · 0 citations