From Recoverability to Functional Use: Certifying Temporal Reports in Time-Series Forecasting
Qi-Peng Qian, Yun-Tao Qian
· 0 citations
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Jul 2026
An Hybrid Quantum-Classical Diffusion Model for Image Generation
A scalable hybrid generative pipeline that combines a classical autoencoder for dimensionality reduction with a mixed-state quantum denoising diffusion probabilistic model (MSQuDDPM) operating in the learned latent space is proposed.
Qipeng Qian, Keli Deng, Yuntao Qian
· arXiv.org · 0 citations